Research output by Henry Arguello

Single Snapshot Distillation for Phase Coded Mask Design in Phase Retrieval

2025 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Karen Fonseca, Leon Suarez-Rodriguez, Andrés Jerez, Felipe Gutierrez-Barragan, Henry Arguello

Graph-Based Image Fusion: Enhancing Multi-Modal Remote Sensing Data with GCNs

2025 33rd European Signal Processing Conference (EUSIPCO) | proceedings-article

Johanna Garcia-Cardona, Kevin Arias, Antonio Ortega, Henry Arguello

Poststack seismic data denoising via dynamic guided learning

The Leading Edge | journal-article

Javier Torres-Quintero, Paul Goyes-Peñafiel, Ana Mantilla-Dulcey, Luis Rodríguez-López, José Sanabria-Gómez, Henry Arguello

DistillPool: Knowledge Distillation Techniques for Single-Pixel Imaging

2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Julio Gutierrez-Rengifo, Laura C. Diaz-Delgado, Paula Arguello, Roman Jacome, Henry Arguello

Optical Implementation of Learned Spectral Band Selection for Material Classification

2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Karen Fonseca, Pablo Gomez, Hans Garcia, Jorge Bacca, Henry Arguello

Knowledge Distillation for Single Pixel Imaging Classification

2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Jose Barrios, Santiago Rodríguez, Karen Fonseca, Leon Suarez-Rodriguez, Henry Arguello

Deep Gaussian Optical Bandpass Filter Design for Fermentation Index Estimation in Cocoa Beans

2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Laura C. Diaz-Delgado, Brayan Monroy, Jorge Bacca, Henry Arguello

End-to-End Optimized DOE for Spatial Classification in Agricultural Imaging

2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Sebastian Ardila Leal, Pablo Gómez, Hans García, Henry Arguello

Estimation of a Color Uniformity Index in Mandarins Using an Artificial Intelligence-Based System

2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Kevin Bautista, Joseph Trigos Delgado, Sergio Urrea, Henry Arguello, Hans Garcia

Learned Latent Space Initialization for ADMM with Generative Priors

2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Julio Gutierrez-Rengifo, Jose Barrios, Sergio Urrea, Karen Fonseca, Emmanuel Martinez, Henry Arguello

Deep Learning-Based Seismic Acquisition Pattern Design Guided by Velocity Model Imaging

2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Ana Mantilla-Dulcey, Henry Arguello

Compressive Sensing with Augmented Measurements via Generative Self-Distillation

2025 IEEE Statistical Signal Processing Workshop (SSP) | proceedings-article

Emmanuel Martinez, Roman Jacome, Romario Gualdrón-Hurtado, Iñaki Esnaola, Henry Arguello

Enhancing Seismic Post-stack Reconstruction with Diffusion Models: Addressing Uncertainty and Structural Complexity

2025 IEEE Statistical Signal Processing Workshop (SSP) | proceedings-article

Paul Goyes-Peñafiel, Henry Arguello, Ulugbek S. Kamilov

Improving Compressive Imaging Recovery via Measurement Augmentation

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Romario Gualdrón-Hurtado, Roman Jacome, Leon Suarez, Emmanuel Martinez, Henry Arguello

Optical Authenticity in Pushbroom System for Spectral Information Protection

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Pablo Gomez, Roman Jacome, Emmanuel Martinez, Hans Garcia, Henry Arguello

Compressive Imaging Reconstruction via Conditional Diffusion Model With Augmented Measurements

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Emmanuel Martinez, Leon Suarez, Romario Gualdrón-Hurtado, Roman Jacome, Henry Arguello

Learning to Reconstruct Signals With Inexact Sensing Operator via Knowledge Distillation

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Roman Jacome, Leon Suarez, Romario Gualdrón-Hurtado, Luis Gonzalez, Henry Arguello

Protecting Images From Manipulations With Deep Optical Signatures

IEEE Journal of Selected Topics in Signal Processing | journal-article

Kevin Arias, Pablo Gomez, Carlos Hinojosa, Juan Carlos Niebles, Henry Arguello

Middle-output deep image prior for blind hyperspectral and multispectral image fusion

Signal Processing: Image Communication | journal-article

Jorge Bacca, Christian Arcos, Juan Marcos Ramírez, Henry Arguello

NPN: Non-Linear Projections of the Null-Space for Imaging Inverse Problems

arXiv | article

Roman Jacome, Romario Gualdrón-Hurtado, Leon Suarez, Henry Arguello

DICE: Diffusion Consensus Equilibrium for Sparse-view CT Reconstruction

arXiv | article

Leon Suarez-Rodriguez, Roman Jacome, Romario Gualdron-Hurtado, Ana Mantilla-Dulcey, Henry Arguello

UTOPY: Unrolling Algorithm Learning via Fidelity Homotopy for Inverse Problems

arXiv | article

Roman Jacome, Romario Gualdrón-Hurtado, Leon Suarez-Rodriguez, Henry Arguello

Poststack Seismic Data Preconditioning via Dynamic Guided Learning

arXiv | article

Javier Torres-Quintero, Paul Goyes-Peñafiel, Ana Mantilla-Dulcey, Luis Rodríguez-López, José Sanabria-Gómez, Henry Arguello

Distilling Knowledge for Designing Computational Imaging Systems

arXiv | article

Leon Suarez-Rodriguez, Roman Jacome, Henry Arguello

Learning to reconstruct signals with inexact sensing operator via knowledge distillation

arXiv | article

Roman Jacome, Leon Suarez, Romario Gualdrón-Hurtado, Luis Gonzalez, Henry Arguello

Physically Guided Deep Unsupervised Inversion for 1-D Magnetotelluric Models

IEEE Geoscience and Remote Sensing Letters | journal-article

Paul Goyes-Peñafiel, Umair Bin Waheed, Henry Arguello

CDDIP: Constrained Diffusion-Driven Deep Image Prior for Seismic Data Reconstruction

IEEE Geoscience and Remote Sensing Letters | journal-article

Paul Goyes-Peñafiel, Ulugbek S. Kamilov, Henry Arguello

Change Detection in Hyperspectral and Radar/Multispectral Images Using an Unmixing-Based Multivariate Manifold Estimation

Elsevier BV | posted-content

Laura Viviana Galvis, Henry Arguello, Jean-Yves Tourneret

Special Issue on Near-Field Signal Processing: Communications, Sensing, and Imaging

IEEE Signal Processing Magazine | journal-article

Ahmet M. Elbir, Ana Isabel Pèrez-Neira, Henry Arguello, Martin Haardt, Moeness G. Amin, Tie Jun Cui

Low-Cost Stereoscopic Optical-Coding Design for Depth Estimation Using End-to-End Optimization

Lecture Notes in Computer Science | book-chapter

Jhon Lopez, Edwin Vargas, Andrés Jerez, Henry Arguello

Distilling Knowledge for Designing Computational Imaging Systems

IEEE Transactions on Computational Imaging | journal-article

Leon Suarez-Rodriguez, Roman Jacome, Henry Arguello

Co2Wounds-V2: Extended Chronic Wounds Dataset from Leprosy Patients

2024 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Karen Sanchez, Carlos Hinojosa, Olinto Mieles, Chen Zhao, Bernard Ghanem, Henry Arguello

Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach

2024 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Leon Suarez-Rodriguez, Roman Jacome, Henry Arguello

Designed Dithering Sign Activation for Binary Neural Networks

IEEE Journal of Selected Topics in Signal Processing | journal-article

Brayan Monroy, Juan Estupiñan, Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello

Learning Point Spread Function Invertibility Assessment for Image Deconvolution

2024 32nd European Signal Processing Conference (EUSIPCO) | proceedings-article

Romario Gualdrón-Hurtado, Roman Jacome, Sergio Urrea, Henry Arguello, Luis Gonzalez

Mismatch Correction for End-to-End Designed Phase-Encoded-Based Spectral Imaging System

2024 32nd European Signal Processing Conference (EUSIPCO) | proceedings-article

Sergio Urrea, Pablo Gomez, Karen Fonseca, Hans Garcia, Henry Arguello

RGB-Guided Spectral Image Generation through GANs with Implicit Spectral Learning

2024 32nd European Signal Processing Conference (EUSIPCO) | proceedings-article

Emmanuel Martinez, Roman Jacome, Andrés Jerez, Henry Arguello

Multi-antenna dual-blind deconvolution for joint radar-communications via SoMAN minimization

Signal Processing | journal-article

Roman Jacome, Edwin Vargas, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Data-Driven Based Preconditioning for One-Bit MIMO Detection

2024 XXIV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Sebastian Solano, Roman Jacome, Edwin Vargas, Henry Arguello

Point Spread Function Estimation Using Principal Component Analysis for a Double Diffractive Optical Element System

2024 XXIV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA) | proceedings-article

Sebastián Campo, Karen Fonseca, Hans Garcia, Henry Arguello

Deep jointly optical spectral band selection and classification learning

Applied Optics | journal-article

Karen Fonseca, Jorge Bacca, Hans Garcia, Henry Arguello

Phase retrieval for radar waveform design

Information and Inference: A Journal of the IMA | journal-article

Samuel Pinilla, Kumar Vijay Mishra, Brian M Sadler, Henry Arguello

Privacy-Preserving Optics for Enhancing Protection in Face De-Identification

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | proceedings-article

Jhon Lopez, Carlos Hinojosa, Henry Arguello, Bernard Ghanem

BiPer: Binary Neural Networks Using a Periodic Function

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | proceedings-article

Edwin Vargas, Claudia V. Correa, Carlos Hinojosa, Henry Arguello

Design of a Pushbroom NIR Optimized System for Citrus Spectral Data Acquisition

2024 XVIII National Meeting on Optics and the IX Andean and Caribbean Conference on Optics and its Applications (ENO-CANCOA) | proceedings-article

Pablo Gomez, Sebastian Ardila Leal, Lineth Julieth Orduz Florez, Robert Alexis Gómez Giraldo, Hans García, Henry Arguello

Low-Cost Optoelectronic System for IR Spectral Acquisition Based on Band Selection

2024 XVIII National Meeting on Optics and the IX Andean and Caribbean Conference on Optics and its Applications (ENO-CANCOA) | proceedings-article

Sebastian Ardila, Pablo Gómez, Lineth Orduz, Robert Gómez, Jorge Bacca, Hans Garcia, Henry Arguello

Dual-Blind Deconvolution in ISAC Receiver Using Multi-Dimensional Beurling-Selberg Functions

2024 IEEE Radar Conference (RadarConf24) | proceedings-article

Jonathan Monsalve, Edwin Vargas, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

An Invitation to Hypercomplex Phase Retrieval: Theory and applications

IEEE Signal Processing Magazine | journal-article

Roman Jacome, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

DoDo: Double DOE Optical System for Multishot Spectral Imaging

IEEE Journal of Selected Topics in Signal Processing | journal-article

Sergio Urrea, Roman Jacome, M. Salman Asif, Henry Arguello, Hans Garcia

Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design

IEEE Journal of Selected Topics in Signal Processing | journal-article

Andrés Jerez, Juan Estupiñán, Jorge Bacca, Henry Arguello

Predicting The Spectrum: Deep Adaptive Sensing for Hadamard Single Pixel Spectral Imaging

2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) | proceedings-article

Brayan Monroy, Jorge Bacca, Henry Arguello

Deep Plug-and-Play Algorithm for Unsaturated Imaging

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Jorge Bacca, Brayan Monroy, Henry Arguello

Privacy-Preserving Deep Learning Using Deformable Operators for Secure Task Learning

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Fabian Perez, Jhon Lopez, Henry Arguello

Plug-And-Play Algorithm Coupled with Low-Rank Quadratic Envelope Regularization for Compressive Spectral Imaging

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Jorge Bacca, Marcus Carlsson, Brayan Monroy, Henry Arguello

Multi-Antenna ISAC Receiver with n-Tuple Blind Deconvolution

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Roman Jacome, Edwin Vargas, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Mixture-Net: Low-rank deep image prior inspired by mixture models for spectral image recovery

Signal Processing | journal-article

Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello

Fast matrix inversion in compressive spectral imaging based on a tensorial representation

Journal of Electronic Imaging | journal-article

Marcus Carlsson, Emmanuel Martinez, Edwin Vargas, Henry Arguello

Phase unwrapping for phase imaging using the plug-and-play proximal algorithm

Applied Optics | journal-article

Jhon Ramirez, Henry Arguello, Jorge Bacca

Physically Guided Deep Unsupervised Inversion for 1D Magnetotelluric Models

arXiv | article-journal

Paul Goyes-Peñafiel, Umair bin Waheed, Henry Arguello

CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy Patients

arXiv | article

Karen Sanchez, Carlos Hinojosa, Olinto Mieles, Chen Zhao, Bernard Ghanem, Henry Arguello

Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach

arXiv | article

Leon Suarez-Rodriguez, Roman Jacome, Henry Arguello

Learning Point Spread Function Invertibility Assessment for Image Deconvolution

arXiv | article-journal

Romario Gualdrón-Hurtado, Roman Jacome, Sergio Urrea, Henry Arguello, Luis Gonzalez

Designed Dithering Sign Activation for Binary Neural Networks

arXiv | article

Brayan Monroy, Juan Estupiñan, Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello

BiPer: Binary Neural Networks using a Periodic Function

arXiv | article

Edwin Vargas, Claudia Correa, Carlos Hinojosa, Henry Arguello

Privacy-preserving Optics for Enhancing Protection in Face De-identification

arXiv | article

Jhon Lopez, Carlos Hinojosa, Henry Arguello, Bernard Ghanem

GAN Supervised Seismic Data Reconstruction: An Enhanced Learning for Improved Generalization

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Paul Goyes-Peñafiel, León Suárez-Rodríguez, Claudia V. Correa, Henry Arguello

Octonion Phase Retrieval

IEEE Signal Processing Letters | journal-article

Roman Jacome, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Depth Estimation From a Single Optical Encoded Image Using a Learned Colored-Coded Aperture

IEEE Transactions on Computational Imaging | journal-article

Jhon Lopez, Edwin Vargas, Henry Arguello

Learning to Describe Scenes via Privacy-Aware Designed Optical Lens

IEEE Transactions on Computational Imaging | journal-article

Paula Arguello, Jhon Lopez, Karen Sanchez, Carlos Hinojosa, Fernando Rojas-Morales, Henry Arguello

Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging

IEEE Transactions on Computational Imaging | journal-article

Romario Gualdrón-Hurtado, Henry Arguello, Jorge Bacca

Convex Optimization for Image Reconstruction

Coded Optical Imaging | book-chapter

Henry Arguello, Miguel Marquez

Spectral Classification using a Dual Optical Setup and Deep Neural Networks

Revista UIS Ingenierías | journal-article

Andrés Jerez, Geison Blanco, Sergio Urrea, Hans García, Henry Arguello

Design of Undersampled Seismic Acquisition Geometries via End-to-End Optimization

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Alejandra Hernandez-Rojas, Henry Arguello

Beurling-Selberg Extremization for Dual-Blind Deconvolution Recovery in Joint Radar-Communications

2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Jonathan Monsalve, Edwin Vargas, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Factor Graph Processing for Dual-Blind Deconvolution at ISAC Receiver

2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Roman Jacome, Edwin Vargas, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Efficient Data Processing for Coded Aperture Snapshot Spectral Imager Systems

2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Marcus Carlsson, Emmanuel Martinez, Edwin Vargas, Henry Arguello

Compressive spectral video by dynamic spatial-spectral-temporal windowed codification

Optica Publishing Group | posted-content

Pablo Meza, David Norato, Miguel Marquez, Andrés Jerez, Henry Arguello, Esteban Vera

Compressive spectral video by dynamic spatial-spectral-temporal windowed codification

Optica Publishing Group | posted-content

Pablo Meza, David Norato, Miguel Marquez, Andrés Jerez, Henry Arguello, Esteban Vera

Dual Optical Design for VIS-NIR Classification based on Single Pixel and Diffractive Cameras

2023 IEEE Colombian Caribbean Conference (C3) | proceedings-article

Andrés Jerez, Geison Blanco, Sergio Urrea, Hans Garcia, Sergio Castillo, Henry Arguello

Learning Time-multiplexed phase-coded apertures for snapshot spectral-depth imaging

Optics Express | journal-article

Edwin Vargas, Hoover Rueda-Chacón, Henry Arguello

Middle output regularized end-to-end optimization for computational imaging

Optica | journal-article

Roman Jacome, Pablo Gomez, Henry Arguello

Optical Solutions for Spectral Imaging Inverse Problems with a Shift-Variant System

2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) | proceedings-article

Sergio Urrea, Roman Jacome, M. Salman Asif, Henry Arguello, Hans Garcia

Automated chronic wounds medical assessment and tracking framework based on deep learning

Computers in Biology and Medicine | journal-article

Brayan Monroy, Karen Sanchez, Paula Arguello, Juan Estupiñán, Jorge Bacca, Claudia V. Correa, Laura Valencia, Juan C. Castillo +4 more

Shot-gather Reconstruction using a Deep Data Prior-based Neural Network Approach

Revista UIS Ingenierías | journal-article

Luis Miguel Rodríguez-López, Kareth León-López, Paul Goyes-Peñafiel, Laura Galvis, Henry Arguello

ReDIP: Rethinking Deep Image Prior for Compressive Spectral Imaging Calibration

2023 31st European Signal Processing Conference (EUSIPCO) | proceedings-article

Emmanuel Martinez, Jorge Bacca, Tatiana Gelvez-Barrera, Henry Arguello

Seismic Shot Recovery via Low-Rank Tensor Modeling on the Cross-Spread Domain

2023 31st European Signal Processing Conference (EUSIPCO) | proceedings-article

Iván Ortiz, Tatiana Gelvez-Barrera, Laura Galvis, Henry Arguello

Encoded Diffractive Optics for Hyperspectral Imaging

Coded Optical Imaging | book-chapter

Henry Arguello, Laura Galvis, Jorge Bacca, Edwin Vargas

Compressive Spectral Video via Wavelength-Dynamic Coded Aperture

2023 Photonics North (PN) | proceedings-article

D. Norato, M. Marquez, A. Jerez, H. Arguello, P. Meza

Dual-Dispersive Compressive Spectral Structured Light Imaging

2023 Photonics North (PN) | proceedings-article

M. Marquez, H. Rueda-Chacón, H. Arguello

D-HAN: An End-to-End Adaptive Neural Network for Snapshot Compressive Imaging

2023 Photonics North (PN) | proceedings-article

Miguel Marquez, Yingming Lai, Xianglei Liu, Cheng Jiang, Shian Zhang, Henry Arguello, Jinyang Liang

Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion

2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) | proceedings-article

Roman Jacome, Brayan Monroy, Jorge Bacca, Henry Arguello

Deep Adaptive Superpixels For Hadamard Single Pixel Imaging In Near-Infrared Spectrum

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Brayan Monroy, Jorge Bacca, Henry Arguello

LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) | proceedings-article

Emmanuel Martinez, Roman Jacome, Alejandra Hernandez-Rojas, Henry Arguello

Mask-Guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) | proceedings-article

Karen Sanchez, Carlos Hinojosa, Kevin Arias, Henry Arguello, Denis Kouamé, Olivier Meyrignac, Adrian Basarab

Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D

Journal of Visual Communication and Image Representation | journal-article

Crisostomo Barajas-Solano, Juan-Marcos Ramirez, José Ignacio Martínez Torre, Henry Arguello

Computational spectral imaging: a contemporary overview

Journal of the Optical Society of America A | journal-article

Jorge Bacca, Emmanuel Martinez, Henry Arguello

An end-to-end adaptive neural network for process-aware snapshot compressive temporal imaging

High-Speed Biomedical Imaging and Spectroscopy VIII | proceedings-article

Miguel Marquez, Yingming Lai, Xianglei Liu, Cheng Jiang, Shian Zhang, Henry Arguello, Jinyang Liang

Calibration reinforcement regularizations for optimized snapshot spectral imaging

Applied Optics | journal-article

Hans Garcia, Jorge Bacca, Brendt Wohlberg, Henry Arguello

Deep Optical Coding Design in Computational Imaging: A data-driven framework

IEEE Signal Processing Magazine | journal-article

Henry Arguello, Jorge Bacca, Hasindu Kariyawasam, Edwin Vargas, Miguel Marquez, Ramith Hettiarachchi, Hans Garcia, Kithmini Herath +5 more

D$^\text{2}$UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion

IEEE Journal of Selected Topics in Signal Processing | journal-article

Roman Jacome, Jorge Bacca, Henry Arguello

Hyperspectral camera as a compact payload architecture for remote sensing applications

Applied Optics | journal-article

David Morales-Norato, Sergio Urrea, Hans Garcia, Julian Rodriguez-Ferreira, Elizabeth Martinez, Henry Arguello, Alberto Silva-Lora, Rafael Torres +4 more

GAN-supervised Seismic Data Reconstruction: An Enhanced-Learning for Improved Generalization

arXiv | article

Paul Goyes-Penafiel, Leon Suarez-Rodriguez, Claudia Correa, Henry Arguello

Factor Graph Processing for Dual-Blind Deconvolution at ISAC Receiver

arXiv | article

Roman Jacome, Edwin Vargas, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

An Invitation to Hypercomplex Phase Retrieval: Theory and Applications

arXiv | article

Roman Jacome, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Depth Estimation from a Single Optical Encoded Image using a Learned Colored-Coded Aperture

arXiv | article

Jhon Lopez, Edwin Vargas, Henry Arguello

Octonion Phase Retrieval

arXiv | article

Roman Jacome, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Mask-guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma

arXiv | article

Karen Sanchez, Carlos Hinojosa, Kevin Arias, Henry Arguello, Denis Kouame, Olivier Meyrignac, Adrian Basarab

AgroTIC: Bridging the gap between farmers, agronomists, and merchants through smartphones and machine learning

arXiv | article

Carlos Hinojosa, Karen Sanchez, Ariolfo Camacho, Henry Arguello

LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization

arXiv | article

Emmanuel Martinez, Roman Jacome, Alejandra Hernandez-Rojas, Henry Arguello

Multi-Antenna Dual-Blind Deconvolution for Joint Radar-Communications via SoMAN Minimization

arXiv | article

Roman Jacome, Edwin Vargas, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Computational Spectral Imaging: A Contemporary Overview

arXiv | article-journal

Jorge Bacca, Emmanuel Martinez, Henry Arguello

Dual-Blind Deconvolution for Overlaid Radar-Communications Systems

IEEE Journal on Selected Areas in Information Theory | journal-article

Edwin Vargas, Kumar Vijay Mishra, Roman Jacome, Brian M. Sadler, Henry Arguello

Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa, Yu Sun, Ulugbek S. Kamilov, Brendt Wohlberg, Henry Arguello

Joint Deep Learning Optical Band Selection and Classification Method for Spectral Data

Optica Imaging Congress (3D, COSI, DH, FLatOptics, IS, pcAOP) | proceedings-article

Karen Fonseca, Hans Garcia, Felipe da Silva, Henry Arguello, Jorge Bacca

Volumetric Filtering for Shot Gather Interpolation in Swath Seismic Acquisition

IEEE Geoscience and Remote Sensing Letters | journal-article

Paul Goyes-Peñafiel, Edwin Vargas, Ymir Mäkinen, Alessandro Foi, Henry Arguello

Computational algorithm for soil organic carbon percentage estimation through NIR spectroscopy

Optica Imaging Congress (3D, COSI, DH, FLatOptics, IS, pcAOP) | proceedings-article

Pablo Gomez, Hans Garcia, Henry Arguello

Deep-optics-based Snapshot Multispectral Microscopy for ACA Correction

Optica Imaging Congress (3D, COSI, DH, FLatOptics, IS, pcAOP) | proceedings-article

Claudia V. Correa, Miguel Marquez, Carlos Hinojosa, Henry Arguello, Pablo Meza

Learning a Spatially-Variant Propagation Model for Compressive Spectral Imaging

Optica Imaging Congress (3D, COSI, DH, FLatOptics, IS, pcAOP) | proceedings-article

Romario Gualdrón-Hurtado, Hans Garcia, Henry Arguello, Jorge Bacca

Shift-variant PSF characterization of DOE-based imaging systems via implicit neural representations

Optica Imaging Congress (3D, COSI, DH, FLatOptics, IS, pcAOP) | proceedings-article

David Morales-Norato, Henry Arguello, Hoover Rueda-Chacón

Multi-domain Discrete Spectral Image Fusion via Implicit Neural Representation

Optica Imaging Congress (3D, COSI, DH, FLatOptics, IS, pcAOP) | proceedings-article

Manuel Herrera-Poveda, David Morales-Norato, Hans Garcia, Sergio Castillo, Andrés Jerez, Henry Arguello

Design and Implementation of an Automated Protocol for Spectral Signatures Acquisition on Colombian Agricultural Soil Samples Into the Visible and Infrared Range

2022 IEEE ANDESCON | proceedings-article

Pablo Gomez, Ariolfo Camacho, Henry Arguello

CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-Ray Dataset

IEEE Transactions on Medical Imaging | journal-article

Karen Sanchez, Carlos Hinojosa, Henry Arguello, Denis Kouame, Olivier Meyrignac, Adrian Basarab

Optics Lens Design for Privacy-Preserving Scene Captioning

2022 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Paula Arguello, Jhon Lopez, Carlos Hinojosa, Henry Arguello

3D Geometry Design via End-To-End Optimization for Land Seismic Acquisition

2022 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Alejandra Hernandez-Rojas, Henry Arguello

Hierarchical Compressed Subspace Clustering Of Infrared Single-Pixel Measurements

2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) | proceedings-article

Miguel Marquez, Jonathan Monsalve, Kevin Arias, Karen Sanchez, Carlos Hinojosa, Henry Arguello

Cocosvi: Single Snapshot Compressive Spectral Video Via Covariance Matrix Estimation

2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) | proceedings-article

Jonathan Monsalve, Miguel Marquez, Karen Sanchez, Carlos Hinojosa, Inaki Esnaola, Henry Arguello

JR2net: a joint non-linear representation and recovery network for compressive spectral imaging

Applied Optics | journal-article

Brayan Monroy, Jorge Bacca, Henry Arguello

JR2net: a joint non-linear representation and recovery network for compressive spectral imaging

Applied Optics | journal-article

Brayan Monroy, Jorge Bacca, Henry Arguello

Fast Disparity Estimation from a Single Compressed Light Field Measurement

2022 30th European Signal Processing Conference (EUSIPCO) | proceedings-article

Emmanuel Martinez, Edwin Vargas, Henry Arguello

Deep Coding Patterns Design for Compressive Near-Infrared Spectral Classification

2022 30th European Signal Processing Conference (EUSIPCO) | proceedings-article

Jorge Bacca, Alejandra Hernandez-Rojas, Henry Arguello

Multi-Dimensional Dual-Blind Deconvolution Approach Toward Joint Radar-Communications

2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC) | proceedings-article

Roman Jacome, Kumar Vijay Mishra, Edwin Vargas, Brian M. Sadler, Henry Arguello

Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing

IEEE Journal of Selected Topics in Signal Processing | journal-article

Xin Yuan, David J. Brady, Jinli Suo, Henry Arguello, Miguel Rodrigues, Aggelos K. Katsaggelos

Deep-Learning Supervised Snapshot Compressive Imaging Enabled by an End-to-End Adaptive Neural Network

IEEE Journal of Selected Topics in Signal Processing | journal-article

Miguel Marquez, Yingming Lai, Xianglei Liu, Cheng Jiang, Shian Zhang, Henry Arguello, Jinyang Liang

Joint Radar-Communications Processing from A Dual-Blind Deconvolution Perspective

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Edwin Vargas, Kumar Vijay Mishra, Roman Jacome, Brian M. Sadler, Henry Arguello

Hyperspectral and multispectral image fusion addressing spectral variability by an augmented linear mixing model

International Journal of Remote Sensing | journal-article

Ariolfo Camacho, Edwin Vargas, Henry Arguello

Learning spectral initialization for phase retrieval via deep neural networks

Applied Optics | journal-article

David Morales, Andrés Jerez, Henry Arguello

Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach

arXiv | article-journal

Paul Goyes, Edwin Vargas, Claudia Correa, Yu Sun, Ulugbek Kamilov, Brendt Wohlberg, Henry Arguello

Beurling-Selberg Extremization for Dual-Blind Deconvolution Recovery in Joint Radar-Communications

arXiv | article

Jonathan Monsalve, Edwin Vargas, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery

arXiv | article

Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello

Fast Disparity Estimation from a Single Compressed Light Field Measurement

arXiv | article

Emmanuel Martinez, Edwin Vargas, Henry Arguello

Dual-Blind Deconvolution for Overlaid Radar-Communications Systems

arXiv | article

Edwin Vargas, Kumar Vijay Mishra, Roman Jacome, Brian M. Sadler, Henry Arguello

Deep Optical Coding Design in Computational Imaging

arXiv | article

Henry Arguello, Jorge Bacca, Hasindu Kariyawasam, Edwin Vargas, Miguel Marquez, Ramith Hettiarachchi, Hans Garcia, Kithmini Herath +5 more

Multi-dimensional dual-blind deconvolution approach toward joint radar-communications

arXiv | article

Roman Jacome, Kumar Vijay Mishra, Edwin Vargas, Brian M. Sadler, Henry Arguello

PrivHAR: Recognizing Human Actions From Privacy-preserving Lens

arXiv | article-journal

Carlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

Deep Coding Patterns Design for Compressive Near-Infrared Spectral Classification

arXiv | article-journal

Jorge Bacca, Alejandra Hernandez-Rojas, Henry Arguello

D$^\text{2}$UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion

arXiv | article-journal

Roman Jacome, Jorge Bacca, Henry Arguello

Phase Retrieval for Radar Waveform Design

arXiv | article

Samuel Pinilla, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

PrivHAR: Recognizing Human Actions from Privacy-Preserving Lens

Lecture Notes in Computer Science | book-chapter

Carlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

Joint Nonlocal, Spectral, and Similarity Low-Rank Priors for Hyperspectral–Multispectral Image Fusion

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Tatiana Gelvez-Barrera, Henry Arguello, Alessandro Foi

Covariance Estimation From Compressive Data Partitions Using a Projected Gradient-Based Algorithm

IEEE Transactions on Image Processing | journal-article

Jonathan Monsalve, Juan Ramirez, Inaki Esnaola, Henry Arguello

End-to-End Compressive Spectral Classification: A Deep Learning Approach Applied to the Grading of Tahiti Lime

Communications in Computer and Information Science | book-chapter

Mauricio Silva-Maldonado, Laura Galvis, Henry Arguello

Probabilistic Regularization for End-to-End Optimization in Compressive Imaging

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP) | proceedings-article

Roman Jacome, Alejandra Hernandez-Rojas, Henry Arguello

Data-Driven Optical Coding Optimization in Computational Imaging

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP) | proceedings-article

Henry Arguello, Jorge Bacca

Single Pixel Near-Infrared Imaging for Spectral Classification

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP) | proceedings-article

Jorge Bacca, Miguel Marquez, Henry Arguello

Enhanced Pyramid Wavefront Sensor via End-to-End trained diffractive optical layer

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP) | proceedings-article

Felipe Guzmán, Jorge Bacca, Jorge Tapia, Camilo Weinberger, Henry Arguello, Esteban Vera

Compressive Spectral Video Sensing Using the Convolutional Sparse Coding Framework Csc4d

SSRN Electronic Journal | journal-article

Crisostomo Alberto Barajas-Solano, Juan Marcos Ramirez, Jose Ignacio Martinez Torre, Henry Arguello

Invariant Coded Aperture Design for Compressive Imaging

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP) | proceedings-article

Jorge Bacca, Tatiana Gelvez-Barrera, Henry Arguello

Compressive Spectral Image Reconstruction by using a Deep Image Prior with a Mismatch Regularizer

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP) | proceedings-article

Romario Gualdrón-Hurtado, Jorge Bacca, Henry Arguello

Non-linear Propagation Model Learning for Coded Aperture Snapshot Spectral Imaging

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP) | proceedings-article

Jessica Escobar, Jorge Bacca, Henry Arguello

Anomaly Detection and Classification in Multispectral Time Series Based on Hidden Markov Models

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Kareth M. Leon-Lopez, Florian Mouret, Henry Arguello, Jean-Yves Tourneret

A Consensus Equilibrium Approach for 3-D Land Seismic Shots Recovery

IEEE Geoscience and Remote Sensing Letters | journal-article

Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa, William Agudelo, Brendt Wohlberg, Henry Arguello

LADMM-Net: An unrolled deep network for spectral image fusion from compressive data

Signal Processing | journal-article

Juan Marcos Ramirez, José Ignacio Martínez-Torre, Henry Arguello

Shift-variant color-coded diffractive spectral imaging system

Optica | journal-article

Henry Arguello, Samuel Pinilla, Yifan Peng, Hayato Ikoma, Jorge Bacca, Gordon Wetzstein

Deep Low-Dimensional Spectral Image Representation for Compressive Spectral Reconstruction

2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) | proceedings-article

Brayan Monroy, Jorge Bacca, Henry Arguello

Fast Subspace Clustering Algorithm with Efficient Similarity-Constrained Sampling for Hyperspectral Images

2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) | proceedings-article

Jhon Lopez, Carlos Hinojosa, Henry Arguello

Learning Privacy-preserving Optics for Human Pose Estimation

2021 IEEE/CVF International Conference on Computer Vision (ICCV) | proceedings-article

Carlos Hinojosa, Juan Carlos Niebles, Henry Arguello

Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems

2021 IEEE/CVF International Conference on Computer Vision (ICCV) | proceedings-article

Edwin Vargas, Julien N.P. Martel, Gordon Wetzstein, Henry Arguello

Author Index

2021 IEEE/CVF International Conference on Computer Vision (ICCV) | proceedings-article

Deep-Fusion: An End-To-End Approach for Compressive Spectral Image Fusion

2021 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Roman Jacome, Jorge Bacca, Henry Arguello

Interpretable Deep Image Prior Method Inspired In Linear Mixture Model For Compressed Spectral Image Recovery

2021 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Tatiana Gelvez, Jorge Bacca, Henry Arguello

Compressive Covariance Matrix Estimation from a Dual-Dispersive Coded Aperture Spectral Imager

2021 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Jonathan Monsalve, Miguel Marquez, Inaki Esnaola, Henry Arguello

Accurate Deep Learning-based Gastrointestinal Disease Classification via Transfer Learning Strategy

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Jessica Escobar, Karen Sanchez, Carlos Hinojosa, Henry Arguello, Sergio Castillo

Two-step Deep Learning Framework for Chronic Wounds Detection and Segmentation: A Case Study in Colombia

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Brayan Monroy, Jorge Bacca, Karen Sanchez, Henry Arguello, Sergio Castillo

Deep Unrolled Phase Retrieval Approach from Coded Diffraction Patterns

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Juan Estupinan, Andres Jerez, Jorge Bacca, Henry Arguello

Compressive Spectral Video via Spectral-Amplitude Coding

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Camilo Calderon, Pablo Gomez, Miguel Marquez, Pablo Meza, Henry Arguello

Hyperspectral-Multispectral Image Fusion with Rank Estimation by using a Joint-sparse Regularizer

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Ivan Ortiz, Sebastian Rivera, Tatiana Gelvez, Fernando Rojas, Henry Arguello

Single Snapshot System for Compressive Covariance Matrix Estimation for Hyperspectral Imaging via Lenslet Array

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Geison Blanco, Juan Perez, Jonathan Monsalve, Miguel Marquez, Inaki Esnaola, Henry Arguello

Cascaded Convolutional Generator Networks For Solving Imaging Inverse Problems

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Christian Arcos, Jorge Bacca, Juan M. Ramirez, Henry Arguello

Object Classification using Deep Neural Networks from Coded Diffraction Patterns

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

David Morales, Andres Jerez, Henry Arguello

Compressive Spectral Imaging Fusion Implementation Based on an End-to-End Optimization Design

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Roman Jacome, Jessica Escobar, Jorge Bacca, Henry Arguello

Rotation Invariant Deep Learning Approach for Image Inpainting

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Sebastian Rivera, Ivan Ortiz, Tatiana Gelvez, Fernando Rojas, Henry Arguello

Automatic Motion Segmentation of Spectral Videos in the Compressed Domain using a Fully Convolutional Network

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Liseth V. Lucena, Claudia V. Correa, Henry Arguello

Correction of Designed Compressive Spectral Imaging Measurements Using a Deep Learning-Based Method

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Ghiordy Contreras, Jhon Pabon, Hans Garcia, Fernando Rojas, Henry Arguello

Image Reconstruction Performance Analysis by Optical Implementation in Compressive Spectral Imaging

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Juan Cuadrado, Elizabeth Martinez, Hans Garcia, Fernando Rojas, Henry Arguello

Interpretable Multiple Loss Functions in A Low-Rank Deep Image Prior Based Method For Single Hyperspectral Image Super-Resolution

2021 29th European Signal Processing Conference (EUSIPCO) | proceedings-article

Tatiana Gelvez, Jorge Bacca, Henry Arguello

Dictionary Learning of Binary Atoms by using a Smooth Approximation

2021 29th European Signal Processing Conference (EUSIPCO) | proceedings-article

Edwin Vargas, Henry Arguello

Efficient subspace clustering of hyperspectral images using similarity-constrained sampling

Journal of Applied Remote Sensing | journal-article

Jhon Lopez, Carlos Hinojosa, Henry Arguello

Adaptive Multisensor Acquisition via Spatial Contextual Information for Compressive Spectral Image Classification

Institute of Electrical and Electronics Engineers (IEEE) | posted-content

Nelson Diaz, Juan Marcos, Esteban Vera, Henry Arguello

Adaptive Multisensor Acquisition via Spatial Contextual Information for Compressive Spectral Image Classification

Institute of Electrical and Electronics Engineers (IEEE) | posted-content

Nelson Diaz, Juan Marcos, Esteban Vera, Henry Arguello

Subspace-Based Feature Fusion from Hyperspectral and Multispectral Images for Land Cover Classification

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS | proceedings-article

Juan Ramirez, Hector Vargas, Jose Ignacio Martinez, Henry Arguello

Banraw: Band-Limited Radar Waveform Design Via Phase Retrieval

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Samuel Pinilla, Kumar Vijay Mishra, Brian M. Sadler, Henry Arguello

Transmittance Regularizer for Binary coded Aperture Design in a Computational Imaging end-to-end Approach

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Jorge Bacca, Tatiana Gelvez, Henry Arguello

Compressive spectral image fusion via a single aperture high throughput imaging system

Scientific Reports | journal-article

Hoover Rueda-Chacon, Fernando Rojas, Henry Arguello

A fast and accurate similarity-constrained subspace clustering algorithm for land cover segmentation

Institute of Electrical and Electronics Engineers (IEEE) | posted-content

Carlos Hinojosa, Esteban Vera, Henry Arguello

A fast and accurate similarity-constrained subspace clustering algorithm for land cover segmentation

Institute of Electrical and Electronics Engineers (IEEE) | posted-content

Carlos Hinojosa, Esteban Vera, Henry Arguello

Subspace-based Domain Adaptation Using Similarity Constraints for Pneumonia Diagnosis within a Small Chest X-ray Image Dataset

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) | proceedings-article

Karen Sanchez, Carlos Hinojosa, Henry Arguello, Simon Freiss, Nicolas Sans, Denis Kouame, Olivier Meyrignac, Adrian Basarab

Snapshot compressive spectral depth imaging from coded aberrations

Optics Express | journal-article

Miguel Marquez, Pablo Meza, Fernando Rojas, Henry Arguello, Esteban Vera

Adaptive coded aperture design for compressive computed tomography

Journal of Computational and Applied Mathematics | journal-article

Andrés Jerez, Miguel Márquez, Henry Arguello

Mid-Infrared Compressive Hyperspectral Imaging

Remote Sensing | journal-article

Shuowen Yang, Xiang Yan, Hanlin Qin, Qingjie Zeng, Yi Liang, Henry Arguello, Xin Yuan

Classification of Cocoa Beans Based on their Level of Fermentation using Spectral Information

TecnoLógicas | journal-article

Karen Sánchez, Jorge Bacca, Laura Arévalo-Sánchez, Henry Arguello, Sergio Castillo

Hyperspectral image segmentation using 3D regularized subspace clustering model

Journal of Applied Remote Sensing | journal-article

Carlos Hinojosa, Fernando Rojas, Sergio Castillo, Henry Arguello

High-resolution coded aperture optimization for super-resolved compressive x-ray cone-beam computed tomography

Applied Optics | journal-article

Edson Mojica, Claudia V. Correa, Henry Arguello

Joint Radar-Communications Processing from a Dual-Blind Deconvolution Perspective

arXiv | article

Edwin Vargas, Kumar Vijay Mishra, Roman Jacome, Brian M. Sadler, Henry Arguello

Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks

arXiv | article

Jorge Bacca, Tatiana Gelvez, Henry Arguello

Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems

arXiv | article

Edwin Vargas, Julien N. P. Martel, Gordon Wetzstein, Henry Arguello

Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems

arXiv | article

Edwin Vargas, Julien N. P. Martel, Gordon Wetzstein, Henry Arguello

Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover Classification

arXiv | article-journal

Juan Ramírez, Héctor Vargas, José Ignacio Martínez, Henry Arguello

Covariance Estimation from Compressive Data Partitions using a Projected Gradient-based Algorithm

arXiv | article-journal

Jonathan Monsalve, Juan Ramirez, Iñaki Esnaola, Henry Arguello

BILSK: A bilinear convolutional neural network approach for skin lesion classification

Computer Methods and Programs in Biomedicine Update | journal-article

Camilo Calderón, Karen Sanchez, Sergio Castillo, Henry Arguello

A Fast and Accurate Similarity-Constrained Subspace Clustering Algorithm for Hyperspectral Image

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | journal-article

Carlos Hinojosa, Esteban Vera, Henry Arguello

Adaptive Multisensor Acquisition via Spatial Contextual Information for Compressive Spectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | journal-article

Nelson Diaz, Juan Ramirez, Esteban Vera, Henry Arguello

Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks

IEEE Transactions on Computational Imaging | journal-article

Jorge Bacca, Tatiana Gelvez-Barrera, Henry Arguello

Compressive Spectral Imaging Via Virtual Side Information

IEEE Transactions on Computational Imaging | journal-article

Miguel Marquez, Hoover Rueda-Chacon, Henry Arguello

Deep Learning-Based Object Classification for Spectral Images

Communications in Computer and Information Science | book-chapter

Román Jácome, Carlos López, Hans Garcia, Henry Arguello

Compressive spectral virtual multishot imager via lenslet array

OSA Optical Sensors and Sensing Congress 2021 (AIS, FTS, HISE, SENSORS, ES) | proceedings-article

Miguel Marquez, Jonathan Monsalve, Hoover Rueda, Henry Arguello

Transfer Learning for Spectral Image Reconstruction from RGB Images

Communications in Computer and Information Science | book-chapter

Emmanuel Martínez, Santiago Castro, Jorge Bacca, Henry Arguello

Deep Phase Retrieval by a Learnable Filtered Spectral Initialization

OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP) | proceedings-article

David Morales, Andrés Jerez, Henry Arguello

Compressed-domain Classification Algorithm for Spectral Imaging Based on Designed Single-Pixel Camera Codification

OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP) | proceedings-article

Karen Sanchez, Carlos Hinojosa, Hans Garcia, Henry Arguello, Sergio Castillo

Feature fusion via dual-resolution compressive measurement matrix analysis for spectral image classification

Signal Processing: Image Communication | journal-article

Juan Marcos Ramirez, José Ignacio Martínez Torre, Henry Arguello

Nonlocal Low-Rank Abundance Prior for Compressive Spectral Image Fusion

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Tatiana Gelvez, Henry Arguello

Fusion of Hyperspectral and Multispectral Images Based on a Centralized Non-local Sparsity Model of Abundance Maps

Tecnura | journal-article

Edwin Vargas, Kevin Arias, Fernando Rojas, Henry Arguello

Transfer Learning with Convolutional Neural Network for Gastrointestinal Diseases Detection using Endoscopic Images

2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020) | proceedings-article

Jessica Paola Escobar, Natalia Gomez, Karen Sanchez, Henry Arguello

Efficient Transfer Learning for Spectral Image Reconstruction from RGB Images

2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020) | proceedings-article

Emmanuel Martinez, Santiago Castro, Jorge Bacca, Henry Arguello

MRI Brain Tumour Segmentation using a CNN Over a Multi-parametric Feature Extraction

2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020) | proceedings-article

Elizabeth Martinez, Camilo Calderon, Hans Garcia, Henry Arguello

Object Classification Using Spectral Images and Deep Learning

2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020) | proceedings-article

Carlos Lopez, Roman Jacome, Hans Garcia, Henry Arguello

Video-Tensor Completion using a Deep Learning approach

2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020) | proceedings-article

Paula Arguello, David Morales, Yesid Fonseca, Henry Arguello

Spatio-Spectral Enhancement of Single-Pixel Reconstruction by a Fully Convolutional Neural Network

2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020) | proceedings-article

Kevin Lozano, Laura Galvis, Henry Arguello

Snapshot compressive spectral video via a monocular optical system

2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020) | proceedings-article

David Morales, Paula Arguello, Miguel Marquez, Henry Arguello

Coupled deep learning coded aperture design for compressive image classification

Optics Express | journal-article

Jorge Bacca, Laura Galvis, Henry Arguello

SPUD: simultaneous phase unwrapping and denoising algorithm for phase imaging

Applied Optics | journal-article

Jesus Pineda, Jorge Bacca, Jhacson Meza, Lenny A. Romero, Henry Arguello, Andres G. Marrugo

Super-Resolution in Compressive Coded Imaging Systems via l2 – l1 – l2 Minimization Under a Deep Learning Approach

2020 Data Compression Conference (DCC) | proceedings-article

Hans Garcia, Miguel Marquez, Henry Arguello

Spectral Video Compression Using Convolutional Sparse Coding

2020 Data Compression Conference (DCC) | proceedings-article

Crisostomo Alberto Barajas-Solano, Juan-Marcos Ramirez, Henry Arguello

Compressive Classification via Deep Learning using Single-Pixel Measurements

2020 Data Compression Conference (DCC) | proceedings-article

Jorge Bacca, Nelson Diaz, Henry Arguello

ADMM-based <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si9.svg"><mml:mrow><mml:msub><mml:mi>ℓ</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:mspace width="0.16em"/><mml:mo linebreak="goodbreak">−</mml:mo><mml:mspace width="0.16em"/><mml:msub><mml:mi>ℓ</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:math> optimization algorithm for robust sparse channel estimation in OFDM systems

Signal Processing | journal-article

Hector Vargas, Juan Ramirez, Henry Arguello

Reconstruction of 2D Seismic Wavefields from Nonuniformly Sampled Sources

Electronic Imaging | journal-article

Laura Galvis, Juan M. Ramírez, Edwin Vargas, Ofelia Villarreal, William Agudelo, Henry Arguello

Single-shot Coded Diffraction System for 3D Object Shape Estimation

Electronic Imaging | journal-article

Samuel Pinilla, Laura Galvis, Karen Egiazarian, Henry Arguello

Compressive Spectral Light Field Image Reconstruction via Online Tensor Representation

IEEE Transactions on Image Processing | journal-article

Miguel Marquez, Hoover Rueda-Chacon, Henry Arguello

Phase Recovery Guarantees From Designed Coded Diffraction Patterns in Optical Imaging

IEEE Transactions on Image Processing | journal-article

Andres Guerrero, Samuel Pinilla, Henry Arguello

Optimized Sensing Matrix for Single Pixel Multi-Resolution Compressive Spectral Imaging

IEEE Transactions on Image Processing | journal-article

Hans Garcia, Claudia V. Correa, Henry Arguello

Fast Target Detection via Template Matching in Compressive Phase Retrieval

IEEE Transactions on Computational Imaging | journal-article

Andres Jerez, Samuel Pinilla, Henry Arguello

Demonstration of a Compressive Hyperspectral Image Fusion Optical Imager

Imaging and Applied Optics Congress | proceedings-article

Hoover Rueda-Chacon, Fernando Rojas, Daniel R. Molina, Henry Arguello

Compressive spectral imaging via virtual side information

Imaging and Applied Optics Congress | proceedings-article

Miguel Marquez, Hoover Rueda, Fernando Rojas, Henry Arguello

Online Tensor Sparsifying Transform Based on Temporal Superpixels From Compressive Spectral Video Measurements

IEEE Transactions on Image Processing | journal-article

Kareth M. Leon-Lopez, Henry Arguello Fuentes

Compressive depth spectral image estimation from aberrations and colored-mosaic detector

Imaging and Applied Optics Congress | proceedings-article

Miguel Marquez, Esteban Vera, Henry Arguello, Pablo Meza

Testbed implementation of a tensor-based compressive spectral imaging via angular decoupling

Imaging and Applied Optics Congress | proceedings-article

Miguel Marquez, Hoover Rueda, Fernando Rojas, Henry Arguello

Towards High-Throughput Coded Aperture Compressive Spectral Imaging

Imaging and Applied Optics Congress | proceedings-article

Hoover Rueda-Chacon, R. Molina V. Daniel, Henry Arguello

Deep Learning Model-Based for Image Reconstruction in Compressive Spectral Imaging

Imaging and Applied Optics Congress | proceedings-article

Yesid Fonseca, Kevin Arias, Samuel Pinilla, Henry Arguello

Sensing Matrix Design for Compressive Spectral Imaging via Binary Principal Component Analysis

IEEE Transactions on Image Processing | journal-article

Jonathan Monsalve, Hoover Rueda-Chacon, Henry Arguello

Convolutional sparse coding framework for compressive spectral imaging

Journal of Visual Communication and Image Representation | journal-article

Crisostomo Barajas-Solano, Juan-Marcos Ramirez, Henry Arguello

Super-Resolution Phase Retrieval From Designed Coded Diffraction Patterns

IEEE Transactions on Image Processing | journal-article

Jorge Bacca, Samuel Pinilla, Henry Arguello

Bayesian 3D Reconstruction of Subsampled Multispectral Single-Photon Lidar Signals

IEEE Transactions on Computational Imaging | journal-article

Julian Tachella, Yoann Altmann, Miguel Marquez, Henry Arguello-Fuentes, Jean-Yves Tourneret, Stephen McLaughlin

Spectral Image Classification From Multi-Sensor Compressive Measurements

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Juan Marcos Ramirez, Henry Arguello

Higher-Order Tensor Sparse Representation for Video-Rate Coded Aperture Snapshot Spectral Image Reconstruction

2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Kareth Leon Lopez, Edwin Vargas, Fernando Rojas Morales, Henry Arguello

Salient Motion Detection for Spectral Video on the Compressive Domain

2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Samuel Pinilla, Claudia V. Correa, Edwin Vargas, Willian Agudelo, Henry Arguello

Adaptive Coded Aperture Design by Motion Estimation using Convolutional Sparse Coding in Compressive Spectral Video Sensing

2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

N. Diaz, C. Noriega-Wandurraga, A. Basarab, J.-Y. Tourneret, H. Arguello

Frequency-Resolved Optical Gating Recovery via Smoothing Gradient

IEEE Transactions on Signal Processing | journal-article

Samuel Pinilla, Tamir Bendory, Yonina C. Eldar, Henry Arguello

Multiresolution Compressive Feature Fusion for Spectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Juan Marcos Ramirez, Henry Arguello

A Low-Rank Model for Compressive Spectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Hector Vargas, Henry Arguello

Seismic source reconstruction in an orthogonal geometry based on local and non-local information in the time slice domain

Journal of Applied Geophysics | journal-article

Ofelia Villarreal, Kareth León-López, Dayanna Espinosa, William Agudelo, Henry Arguello

Classification of oil palm diseases via spectral unmixing and convolutional neural networks

Remote Sensing for Agriculture, Ecosystems, and Hydrology XXI | proceedings-article

Jhon Edward Pinto Barrera, Juan Marcos Ramírez Rondon, Henry Arguello

Compressive Classification from Single Pixel Measurements Via Deep Learning

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) | proceedings-article

Jorge Bacca, Claudia V. Correa, Edwin Vargas, Sergio Castillo, Henry Arguello

Single-Pixel Camera Sensing Matrix Design for Hierarchical Compressed Spectral Clustering

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) | proceedings-article

Carlos Hinojosa, Jorge Bacca, Edwin Vargas, Sergio Castillo, Henry Arguello

Detección y seguimiento de nadadores en ambientes hidrodinámicos mediante absorbancia de la luz usando el modelo de color HSV y la descomposición de matrices de bajo rango

Scientia et Technica | journal-article

Carlos Eduardo Reyes Sierra, Claudia Correa, Henry Arguello

Sparse Subspace Clustering in Hyperspectral Images using Incomplete Pixels

TecnoLógicas | journal-article

Jorge Luis Bacca, Henry Arguello

Hyperspectral and Multispectral Image Fusion based on a Non-locally Centralized Sparse Model and Adaptive Spatial-Spectral Dictionaries

2019 27th European Signal Processing Conference (EUSIPCO) | proceedings-article

Kevin Arias, Edwin Vargas, Henry Arguello

Target Identification from Coded Diffraction Patterns via Template Matching

2019 27th European Signal Processing Conference (EUSIPCO) | proceedings-article

Andres Jerez, Samuel Pinilla, Hans Garcia, Henry Arguello

Coded Aperture Design for Super-Resolution Phase Retrieval

2019 27th European Signal Processing Conference (EUSIPCO) | proceedings-article

Jorge Bacca, Samuel Pinilla, Henry Arguello

Robust Compressive Spectral Image Recovery Algorithm Using Dictionary Learning and Transform Tensor SVD

2019 27th European Signal Processing Conference (EUSIPCO) | proceedings-article

Yesid Fonseca, Tatiana Gelvez, Henry Arguello Fuentes

Cardiac Motion Estimation Using Convolutional Sparse Coding

2019 27th European Signal Processing Conference (EUSIPCO) | proceedings-article

Nelson Diaz, Adrian Basarab, Jean-Yves Tourneret, Henry Arguello Fuentes

A Non-iterative Reconstruction Algorithm for Single Pixel Spectral Imaging with Side Information

2019 27th European Signal Processing Conference (EUSIPCO) | proceedings-article

Jorge Bacca, Claudia V. Correa, Henry Arguello

Multi-resolution Reconstruction Algorithm for Phase Retrieval in X-ray Crystallography

2019 27th European Signal Processing Conference (EUSIPCO) | proceedings-article

Jhon Angarita, Samuel Pinilla, Hans Garcia, Henry Arguello

Spectral-Spatial Classification from Multi-Sensor Compressive Measurements Using Superpixels

2019 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Carlos Hinojosa, Juan Marcos Ramirez, Henry Arguello

Adaptive grayscale compressive spectral imaging using optimal blue noise coding patterns

Optics &amp; Laser Technology | journal-article

Nelson Diaz, Carlos Hinojosa, Henry Arguello

Spectral Image Fusion From Compressive Measurements Using Spectral Unmixing and a Sparse Representation of Abundance Maps

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Edwin Vargas, Henry Arguello, Jean-Yves Tourneret

Compressive spectral imaging via deformable mirror and colored-mosaic detector

Optics Express | journal-article

Miguel Marquez, Pablo Meza, Henry Arguello, Esteban Vera

Classification of Hass avocado (persea americana mill) in terms of its ripening via hyperspectral images

TecnoLógicas | journal-article

Jhon Pinto, Hoover Rueda-Chacón, Henry Arguello

Spectral unmixing approach in hyperspectral remote sensing: a tool for oil palm mapping

TecnoLógicas | journal-article

Hector Vargas, Ariolfo Camacho Velasco, Henry Arguello

Optimization of a Moving Colored Coded Aperture in Compressive Spectral Imaging

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Laura Galvis, Edson Mojica, Henry Arguello, Gonzalo R. Arce

Spectral Image Fusion From Compressive Measurements

IEEE Transactions on Image Processing | journal-article

Edwin Vargas, Oscar Espitia, Henry Arguello, Jean-Yves Tourneret

Supervised Classification of Histopathological Images Using Convolutional Neuronal Networks for Gastric Cancer Detection

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Fabian Leon, Mayra Gelvez, Zulay Jaimes, Tatiana Gelvez, Henry Arguello

Non-Destructive Method for Classification of Cocoa Beans from Spectral Information

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Natalia Andrea Gomez, Karen Sanchez, Henry Arguello

Regular Multi-Shot Subsampling and Reconstruction on 3D Orthogonal Symmetric Seismic Grids via Compressive Sensing

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Kareth Leon Lopez, Juan M. Ramirez, William Agudelo, Henry Arguello Fuentes

Recursive Spectral Band Reconstruction from Single Pixel Hyperspectral Measurements

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Jorge Bacca, Alejandro Cordoba, Henry Arguello

Sparse Subspace Clustering for Hyperspectral Images with Missing Pixels

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Jorge Bacca, Karen Sanchez, Henry Arguello

Convolutional Basis Pursuit Denoising of Spectral Images Using a Tri-Dimensional Sparse Representation

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Crisostomo Barajas-Solano, Hans Garcia, Henry Arguello

Sparsity-based Phase Retrieval from Diffractive Optical Imaging

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Andres Guerrero, Kevin Arias, Samuel Pinilla, Henry Arguello

Impact of Multi-resolution reconstruction on Computed Tomography

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Edson Mojica, Hans Garcia, Henry Arguello

Multiple Snapshot Colored Compressive Spectral Imager Via Deformable Mirrors

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA) | proceedings-article

Miguel Marquez, Hoover Rueda, Pablo Meza, Esteban Vera, Daniel Molina, Henry Arguello

Noniterative Hyperspectral Image Reconstruction From Compressive Fused Measurements

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | journal-article

Jorge Bacca, Claudia V. Correa, Henry Arguello

An analysis of spectral variability in hyperspectral imagery: a case study of stressed oil palm detection in Colombia

International Journal of Remote Sensing | journal-article

Ariolfo Camacho, Claudia V. Correa, Henry Arguello

Coded aperture optimization for single pixel compressive computed tomography

Journal of Computational and Applied Mathematics | journal-article

Miguel Marquez, Henry Arguello

Shifting colored coded aperture design for spectral imaging

Applied Optics | journal-article

Laura Galvis, Edson Mojica, Henry Arguello, Gonzalo R. Arce

Supervised spatio-spectral classification of fused images using superpixels

Applied Optics | journal-article

Karen Sanchez, Carlos Hinojosa, Henry Arguello

Exact Crystalline Structure Recovery in X-ray Crystallography from Coded Diffraction Patterns

arXiv | article

Samuel Pinilla, Jorge Bacca, Cesar Vargas, Juan Carlos Poveda-Jaramillo, Henry Arguello

Bayesian 3D Reconstruction of Subsampled Multispectral Single-photon Lidar Signals

arXiv | article

Julián Tachella, Yoann Altmann, Miguel Márquez, Henry Arguello-Fuentes, Jean-Yves Tourneret, Stephen McLaughlin

Fast Marching Method in Seismic Ray Tracing on Parallel GPU Devices

Communications in Computer and Information Science | book-chapter

Jorge Monsegny, Jonathan Monsalve, Kareth León, Maria Duarte, Sandra Becerra, William Agudelo, Henry Arguello

Tridimensional Convolutional Sparse Coding of Spectral Images

Optical Sensors and Sensing Congress (ES, FTS, HISE, Sensors) | proceedings-article

C. Barajas-Solano, J.M. Ramirez, H. Garcia, H. Arguello

A Novel Multiframe Compressive Spectral Imaging Architecture

Imaging and Applied Optics 2019 (COSI, IS, MATH, pcAOP) | proceedings-article

Miguel Marquez, Pablo Meza, Henry Arguello, Esteban Vera

Snapshot Compressive Spectral Light Field Tensor Imaging

Imaging and Applied Optics 2019 (COSI, IS, MATH, pcAOP) | proceedings-article

Miguel Marquez, Hoover Rueda, Esteban Vera, Henry Arguello

Temporal Colored Coded Aperture Design in Compressive Spectral Video Sensing

IEEE Transactions on Image Processing | journal-article

Kareth M. Leon Lopez, Laura V. Galvis Carreno, Henry Arguello Fuentes

Coded Aperture Design for Compressive Spectral Subspace Clustering

IEEE Journal of Selected Topics in Signal Processing | journal-article

Carlos Hinojosa, Jorge Bacca, Henry Arguello

Multi-Resolution Compressive Spectral Imaging Reconstruction From Single Pixel Measurements

IEEE Transactions on Image Processing | journal-article

Hans Garcia, Claudia V. Correa, Henry Arguello

Binary Codification Design for Compressive Imaging by Uniform Sensing

IEEE Transactions on Image Processing | journal-article

Yuri Mejia, Henry Arguello

MODELO DE MUESTREO Y COMPRESIÓN DE MAPAS DE INTEFERENCIA CON BASE EN SENSADO COMPRIMIDO

REVISTA COLOMBIANA DE TECNOLOGIAS DE AVANZADA (RCTA) | journal-article

Jeison Marín, Carlos Fajardo, Leonardo Betancur, Henry Arguello

Smartphone-based application for agricultural remote technical assistance and estimation of visible vegetation index to farmer in Colombia: AgroTIC

Remote Sensing for Agriculture, Ecosystems, and Hydrology XX | proceedings-article

Ariolfo Camacho, Henry Arguello

Unmixing-based approach as a tool for classification of oil palm diseases using hyperspectral remote sensing in Colombia

Remote Sensing for Agriculture, Ecosystems, and Hydrology XX | proceedings-article

Ariolfo Camacho, Hector Vargas, Henry Arguello

SLIC super-pixels for multi-resolution compressive spectral imaging reconstruction

Optica Pura y Aplicada | journal-article

H. García, C. V. Correa, H. Arguello

Object Detection on Compressive Measurements using Correlation Filters and Sparse Representation

2018 26th European Signal Processing Conference (EUSIPCO) | proceedings-article

Hector Vargas, Yesid Fonseca, Henry Arguello

Multi-Resolution Coded Apertures Based on Side Information for Single Pixel Spectral Reconstruction

2018 26th European Signal Processing Conference (EUSIPCO) | proceedings-article

Hans Garcia, Claudia V. Correa, Karen Sanchez, Edwin Vargas, Henry Arguello

A Fast Endmember Estimation Algorithm from Compressive Measurements

2018 26th European Signal Processing Conference (EUSIPCO) | proceedings-article

Edwin Vargas, Samuel Pinilla, Henry Arguello

Spectral Image Fusion from Compressive Projections Using Total-Variation and Low-Rank Regularizations

2018 26th European Signal Processing Conference (EUSIPCO) | proceedings-article

Tatiana Gelvez, Henry Arguello

Single Pixel Compressive Spectral Polarization Imaging using a Movable Micro-Polarizer Array

Revista Facultad de Ingeniería Universidad de Antioquia | journal-article

Jorge Luis Bacca-Quintero, Héctor Miguel Vargas-García, Daniel Ricardo Molina-Velasco, Henry Arguello-Fuentes

Multi-Resolution Reconstructions from Compressive Spectral Coded Projections

2018 26th European Signal Processing Conference (EUSIPCO) | proceedings-article

Claudia V. Correa, Henry Arguello, Gonzalo R. Arce

Phase Retrieval Algorithm via Nonconvex Minimization Using a Smoothing Function

IEEE Transactions on Signal Processing | journal-article

Samuel Pinilla, Jorge Bacca, Henry Arguello

Coded aperture design for solving the phase retrieval problem in X-ray crystallography

Journal of Computational and Applied Mathematics | journal-article

Samuel Pinilla, Hans García, Luis Díaz, Juan Poveda, Henry Arguello

Adaptive filter design via a gradient thresholding algorithm for compressive spectral imaging

Applied Optics | journal-article

Nelson Diaz, Hoover Rueda, Henry Arguello

Modelo de muestreo comprimido multiespectral para radio cognitiva

Ingeniare. Revista chilena de ingeniería | journal-article

Jeison Marin, Leonardo Betancur, Henry Arguello

A Smoothing Stochastic Phase Retrieval Algorithm for Solving Random Quadratic Systems

2018 IEEE Statistical Signal Processing Workshop (SSP) | proceedings-article

Samuel Pinilla, Jorge Bacca, Jean-Yves Tourneret, Henry Arguello

Robust Formulation for Solving Underdetermined Random Linear System of Equations Via Admm

2018 IEEE Statistical Signal Processing Workshop (SSP) | proceedings-article

Edwin Vargas, Samuel Pinilla, Jorge Bacca, Henry Arguello

Single Pixel Spectral Image Fusion with Side Information from a Grayscale Sensor

2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI) | proceedings-article

Andres Jerez, Hans Garcia, Henry Arguello

Phase Retrieval via Smoothing Projected Gradient Method

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Samuel Pinilla, Jorge Bacca, Jhon Angarita, Henry Arguello

Coded diffraction system in X-ray crystallography using a boolean phase coded aperture approximation

Optics Communications | journal-article

Samuel Pinilla, Juan Poveda, Henry Arguello

Compressive Multispectral Spectrum Sensing for Spectrum Cartography

Sensors | journal-article

Jeison Marín Alfonso, Jose Martínez Torre, Henry Arguello Fuentes, Leonardo Agudelo

Compressive Multispectral Model For Spectrum Sensing In Cognitive Radio Networks

Zenodo | article-journal

Henry Arguello Fuentes, Leonardo Betancur, Jeison Marín, José ignacio Martinez

Multi-Resolution Reconstruction Algorithm For Compressive Single Pixel Spectral Imaging

Zenodo | article-journal

Henry Arguello Fuentes, Claudia Correa-Pugliese, Hans Garcia, Samuel Pinilla, Ofelia Villarreal

High-Dimensional Optimization Of Color Coded Apertures For Compressive Spectral Cameras

Zenodo | article-journal

Gonzalo Arce, Henry Arguello Fuentes, Hoover Rueda

Spatio-Spectro-Temporal Coded Aperture Design For Multiresolution Compressive Spectral Video Sensing

Zenodo | article-journal

Henry Arguello Fuentes, Laura Galvis, Kareth León

Multiresolution-based reconstruction for compressive spectral video sensing using a spectral multiplexing sensor

Revista UIS Ingenierías | journal-article

Kareth Marcela León-López, Laura Galvis-Carreño, Henry Arguello-Fuentes

SPRSF: Sparse Phase Retrieval via Smoothing Function

arXiv | article

Samuel Pinilla, Jorge Bacca, Henry Arguello

Spectral Imaging Subspace Clustering with 3-D Spatial Regularizer

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Carlos A. Hinojosa, Jorge Bacca, Henry Arguello

Spectral Image Fusion for Increasing the Spatio-Spectral Resolution Through Side Information

Communications in Computer and Information Science | book-chapter

Andrés Jerez, Hans Garcia, Henry Arguello

Hyperspectral + Depth Imaging Using Compressive Sensing and Structured Light

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Elkin Díaz, Jaime Meneses, Henry Arguello

Super-Resolution Phase Retrieval Algorithm using a Smoothing Function

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Jorge Bacca, Samuel Pinilla, Daniel Molina, Ariolfo Camacho, Henry Arguello

Supervised Classification of Hyperspectral Images using Side Information

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Karen Sanchez, Carlos Hinojosa, Henry Arguello

Compressive Spectral Polarization Imaging Using a Single Pixel Detector

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Jorge Bacca, Andres Guerrero, Daniel Molina, Ariolfo Camacho, Henry Arguello

Covariance Matrix Estimation from Multiple Subsets in Compressive Spectral Imaging

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Elkin Díaz, Jonathan Monsalve, Andrés Guerrero, Henry Arguello

Correlation Matrix Estimation from Compressed Measurements in a Pattern Recognition System

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Kevin Arias, Tatiana Gelvez, Jonathan Monsalve, Henry Arguello

Subsampling Schemes for the 2D Nuclear Magnetic Resonance Spectroscopy

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Samuel Pinilla, Kareth León, Daniel Molina, Ariolfo Camacho, Henry Arguello

Sparse Phase Retrieval Algorithm via Smoothing Function in Compressive Optical Imaging

Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&amp;C, MATH, pcAOP) | proceedings-article

Samuel Pinilla, Jorge Bacca, Daniel Molina, Ariolfo Camacho, Henry Arguello

A constrained formulation for compressive spectral image reconstruction using linear mixture models

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Jorge Bacca, Hector Vargas, Henry Arguello

Compressive sensing seismic acquisition by using regular sampling in an orthogonal grid

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Ofelia P. Villarreal, Kareth Leon, Dayanna Espinosa, William Agudelo, Henry Arguello

Coded aperture design for super-resolution compressive X-ray tomography

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Edson Mojica, Said Pertuz, Henry Arguello

Spectral image fusion from compressive measurements using spectral unmixing

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Edwin Vargas, Henry Arguello, Jean-Yves Tourneret

Boolean approximation of a phase-coded aperture diffraction pattern system for X-ray crystallography

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) | proceedings-article

Samuel Pinilla, Tatiana Gelvez, Henry Arguello

Compressive spectral image super-resolution by using singular value decomposition

Optics Communications | journal-article

M. Marquez, Y. Mejia, Henry Arguello

High-resolution coded-aperture design for compressive X-ray tomography using low resolution detectors

Optics Communications | journal-article

Edson Mojica, Said Pertuz, Henry Arguello

HERRAMIENTA NUMÉRICA PARA LA EVALUACIÓN DE DESPLAZAMIENTOS DE DOS FASES EN MEDIOS POROSOS USANDO TOMOGRAFÍA COMPUTARIZADA

Boletín de Geología | journal-article

Crisóstomo Barajas-Solano, Samuel Muñoz, Nicolás Santos, Henry Arguello

High-resolution spectral image reconstruction based on compressed data fusion

2017 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Oscar Espitia, Henry Arguello, Jean-Yves Tourneret

Joint sparse and low rank recovery algorithm for compressive hyperspectral imaging

Applied Optics | journal-article

Tatiana Gelvez, Hoover Rueda, Henry Arguello

Multi-resolution reconstruction algorithm for compressive single pixel spectral imaging

2017 25th European Signal Processing Conference (EUSIPCO) | proceedings-article

Hans Garcia, Claudia V. Correa, Ofelia Villarreal, Samuel Pinilla, Henry Arguello

High-dimensional optimization of color coded apertures for compressive spectral cameras

2017 25th European Signal Processing Conference (EUSIPCO) | proceedings-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Spatio-spectro-temporal coded aperture design for multiresolution compressive spectral video sensing

2017 25th European Signal Processing Conference (EUSIPCO) | proceedings-article

Kareth Leon Lopez, Laura Galvis, Henry Arguello Fuentes

Compressive multispectral model for spectrum sensing in cognitive radio networks

2017 25th European Signal Processing Conference (EUSIPCO) | proceedings-article

A. Jeison Marin, T. Jose I. Martinez, Leonardo Betancur, Henry Arguello

Coded aperture design in compressive spectral imaging based on side information

Applied Optics | journal-article

Laura Galvis, Daniel Lau, Xu Ma, Henry Arguello, Gonzalo R. Arce

Recovering spectral images from compressive measurements using designed coded apertures and Matrix Completion Theory

Ingenieria y Universidad | journal-article

Tatiana Gelvez, Hoover Rueda, Henry Arguello

A Closed-Form Focus Profile Model for Conventional Digital Cameras

International Journal of Computer Vision | journal-article

Said Pertuz, Miguel Angel Garcia, Domenec Puig, Henry Arguello

An algorithm for learning sparsifying transforms of multidimensional signals

Revista Facultad de Ingeniería Universidad de Antioquia | journal-article

Oscar Enrique Hurtado-Camacho, Hoover Fabián Rueda-Chacon, Henry Arguello-Fuentes

A quantitative and qualitative performance analysis of compressive spectral imagers

Revista Tecnura | journal-article

Ferley Medina Rojas, Henry Arguello Fuentes, Cristina Gómez Santamaía

Further compression of focal plane array in compressive spectral imaging architectures

Revista Tecnura | journal-article

Jeison Marín Alfonso, Leonardo Betancur Agudelo, Henry Arguello Fuentes

Stochastic Truncated Wirtinger Flow Algorithm for phase retrieval using boolean coded apertures

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Samuel Pinilla, Camilo Noriega, Henry Arguello

Bayesian reconstruction of hyperspectral images by using compressed sensing measurements and a local structured prior

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Yuri Mejia, Henry Arguello, Facundo Costa, Jean-Yves Tourneret, Hadj Batatia

Side information in coded aperture compressive spectral imaging

SPIE Proceedings | proceedings-article

Laura Galvis, Henry Arguello, Daniel Lau, Gonzalo R. Arce

Snapshot Compressive Multispectral Cameras

Wiley Encyclopedia of Electrical and Electronics Engineering | other

Gonzalo R. Arce, Hoover Rueda, Claudia V. Correa, Ana Ramirez, Henry Arguello

Kernel Sparse Subspace Clustering with Total Variation Denoising for Hyperspectral Remote Sensing Images

Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP) | proceedings-article

Jorge Bacca, Carlos A. Hinojosa, Henry Arguello

Compressive sensing matrix design using principal components analysis

Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP) | proceedings-article

Jonathan Monsalve, Jorge Bacca, Henry Arguello

Gradient thresholding algorithm for adaptive colored coded aperture design in compressive spectral imaging

Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP) | proceedings-article

Nelson Diaz, Jorge Bacca, Henry Arguello

Optimal Colored Coded Apertures for Compressive Spectral Imaging Systems

Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP) | proceedings-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Arquitecturas de muestreo compresivo para tareas de detección y clasificación de imágenes espectrales de cultivos

Proceedings of the 15th LACCEI International Multi-Conference for Engineering, Education, and Technology: “Global Partnership for Development and Engineering Education” | proceedings-article

Ferley Medina Rojas, Henry Arguello Fuentes, Cristina Gómez Santamaría

Compressive light field spectral imaging in a single-sensor device by using coded apertures

Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP) | proceedings-article

M. Marquez, N. Diaz, J. Bacca, S. Pertuz, H. Arguello

Multiple snapshot colored compressive spectral imager

Optical Engineering | journal-article

Claudia V. Correa, Carlos A. Hinojosa, Gonzalo R. Arce, Henry Arguello

Compact spatio-spectral algorithm for single image super-resolution in hyperspectral imaging

Ingeniería e Investigación | journal-article

Miguel Angel Marquez Castellanos, Cesar Augusto Vargas, Henry Arguello

Compressive spectral testbed imaging system based on thin-film color-patterned filter arrays

Applied Optics | journal-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Filtered gradient reconstruction algorithm for compressive spectral imaging

Optical Engineering | journal-article

Yuri Mejia, Henry Arguello

Spatiotemporal blue noise coded aperture design for multi-shot compressive spectral imaging

Journal of the Optical Society of America A | journal-article

Claudia V. Correa, Henry Arguello, Gonzalo R. Arce

Dual arm compressive spectral imaging in the visible and IR range

DYNA | journal-article

Yenni Paloma Villa Acuña, Henry Arguello-Fuentes

Sparsity based target detection for compressive spectral imagery

SPIE Proceedings | proceedings-article

David Alberto Boada, Henry Arguello Fuentes

Reconstruction of multispectral light field (5d plenoptic function) based on compressive sensing with colored coded apertures from 2D projections

Revista Facultad de Ingeniería Universidad de Antioquia | journal-article

Kareth Marcela León-López, Laura Viviana Galvis-Carreño, Henry Arguello-Fuentes

Compressive computed tomography image reconstruction by using the analysis of the internal structure of an object

2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA) | proceedings-article

Andres Jerez, Miguel Marquez, Henry Arguello

Multiresolution spectral imaging by combining different sampling strategies in a compressive imager, MR-CASSI

2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA) | proceedings-article

Hans Garcia, Oscar Espitia, Henry Arguello

Design of a compressive sampling strategy in a computed tomography cone-beam architecture

2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA) | proceedings-article

Helmuth Maldonado, Miguel Marquez, Henry Arguello

Desing of a coded aperture base computed tomography architecture with two X-ray rotating sources

2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA) | proceedings-article

Julian Camilo Araque Gomez, Miguel Marquez Castellanos, Henry Arguello Fuentes

Localized X-ray compressive computer tomography reconstruction by designing measurement matrix

2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA) | proceedings-article

Lizeth Lopez, Oscar Espitia, Henry Arguello

Sensing matrix design for spatially-selective compressive spectral imaging

2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA) | proceedings-article

Dayanna Espinosa, Samuel Pinilla, Henry Arguello

A comparative study of target detection algorithms in hyperspectral imagery applied to agricultural crops in Colombia

Revista Tecnura | journal-article

Ariolfo Camacho Velasco, César Augusto Vargas García, Henry Arguello Fuentes

Sources and Coded Aperture Transmittance Analysis in Compressive Computed Tomography

Ingenieria y Universidad | journal-article

Óscar Javier Espitia Mendoza, Yuri Mejía Melgarejo, Henry Arguello Fuentes

An algorithm to estimate building heights from Google street-view imagery using single view metrology across a representational state transfer system

SPIE Proceedings | proceedings-article

Elkin Díaz, Henry Arguello

Compressive spectral imaging using multiple snapshot colored-mosaic detector measurements

SPIE Proceedings | proceedings-article

Carlos A. Hinojosa, Claudia V. Correa, Henry Arguello, Gonzalo R. Arce

Compressive hyperspectral and multispectral imaging fusion

SPIE Proceedings | proceedings-article

Óscar Espitia, Sergio Castillo, Henry Arguello

Simultaneously sparse and low-rank hyperspectral image recovery from coded aperture compressive measurements via convex optimization

SPIE Proceedings | proceedings-article

Tatiana C. Gélvez, Hoover F. Rueda, Henry Arguello

Data sinogram sparse reconstruction based on steering kernel regression and filtering strategies

SPIE Proceedings | proceedings-article

Miguel A. Marquez, Edson Mojica, Henry Arguello

Spectral dynamic scenes reconstruction based in compressive sensing using optical color filters

SPIE Proceedings | proceedings-article

Kareth M. León, Laura Galvis, Henry Arguello

Adaptive uniform grayscale coded aperture design for high dynamic range compressive spectral imaging

SPIE Proceedings | proceedings-article

Nelson Diaz, Hoover Rueda, Henry Arguello

Filtered gradient compressive sensing reconstruction algorithm for sparse and structured measurement matrices

SPIE Proceedings | proceedings-article

Yuri H. Mejia, Henry Arguello

Algorithm for underwater swimmer tracking using the HSV color model and compressive sensing

2016 IEEE Colombian Conference on Communications and Computing (COLCOM) | proceedings-article

Carlos E. Reyes, Edson F. Mojica, Claudia V. Correa, Henry Arguello

Compression Ratio Design in Compressive Spectral Imaging

2016 Data Compression Conference (DCC) | proceedings-article

Jeison Marin, Leonardo Betancur, Henry Arguello

Sparse representations of dynamic scenes for compressive spectral video sensing

DYNA | journal-article

Claudia Victoria Correa Pugliese, Diana Fernanda Galvis Carreño, Henry Arguello Fuentes

Tomografía computarizada: proceso de adquisición, tecnología y estado actual

Revista Tecnura | journal-article

Óscar Javier Espitia Mendoza, Yuri Hercilia Mejía Melgarejo, Henry Arguello Fuentes

Phase Recovery from Diffraction Patterns Using Boolean Coded Apertures and the Truncated Wirtinger Flow Algorithm

Imaging and Applied Optics 2016 | proceedings-article

Samuel Pinilla, Henry Arguello

Diseño de Patrones de Estratificación de Cultivos en el Departamento del Huila Colombia, Minería de Datos para una Agricultura de Precisión

Proceedings of the 14th LACCEI International Multi-Conference for Engineering, Education, and Technology: “Engineering Innovations for Global Sustainability” | proceedings-article

Ferley Medina Rojas, Henry Arguello Fuentes, Cristina Gómez

Development of a Compressive Spectral Testbed based on Thin-film Color-patterned Filter Array

Imaging and Applied Optics 2016 | proceedings-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Testbed Implementation of a Compressive Spectral Imaging System with Spatio Temporal Blue Noise Coded Apertures

Imaging and Applied Optics 2016 | proceedings-article

Claudia V. Correa, Henry Arguello, Gonzalo R. Arce

RECONSTRUCCIÓN DE CAMPOS DE LUZ A PARTIR DE PROYECCIONES 2D BASADO EN MUESTREO COMPRESIVO

Revista de Investigaciones Universidad del Quindío | journal-article

Kareth León, Laura V. Galvis, Henry Arguello Fuentes

Coded aperture optimization for compressive X-ray tomosynthesis

Optics Express | journal-article

Angela P. Cuadros, Christopher Peitsch, Henry Arguello, Gonzalo R. Arce

Colored coded aperture compressive spectral imaging: Design and experimentation

2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) | proceedings-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Spatio-spectral uniform multi-frame coded apertures for compressive spectral imaging

2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) | proceedings-article

Claudia V. Correa, Henry Arguello, Gonzalo R. Arce

Synthetic coded apertures in compressive spectral imaging: Experimental validation

2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) | proceedings-article

Laura Galvis, Henry Arguello, Gonzalo R. Arce

Coded aperture design in mismatched compressive spectral imaging

Applied Optics | journal-article

Laura Galvis, Henry Arguello, Gonzalo R. Arce

Compressive spectral polarization imaging by a pixelized polarizer and colored patterned detector

Journal of the Optical Society of America A | journal-article

Chen Fu, Henry Arguello, Brian M. Sadler, Gonzalo R. Arce

Colored coded-apertures for spectral image unmixing

SPIE Proceedings | proceedings-article

Hector M. Vargas, Henry Arguello Fuentes

A random algorithm for designing the system matrix in compressive spectral imaging by homogenizing its structure

2015 Workshop on Engineering Applications - International Congress on Engineering (WEA) | proceedings-article

Camilo Noriega, Yuri Mejia, Henry Arguello

Aplicaciones y retos del sensado remoto hiperespectral en la geología colombiana

REVISTA FACULTAD DE INGENIERÍA | journal-article

Ariolfo Camacho-Velasco, Cesar Augusto Vargas-García, Fernando Antonio Rojas-Morales, Sergio Fernando Castillo-Castelblanco, Henry Arguello-Fuentes

Snapshot colored compressive spectral imager

Journal of the Optical Society of America A | journal-article

Claudia V. Correa, Henry Arguello, Gonzalo R. Arce

Dual-ARM VIS/NIR compressive spectral imager

2015 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Spectral Raman unmixing from CASSI system compressive measurements

2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA) | proceedings-article

Jonathan Monsalve, Hector Vargas, Henry Arguello

Algorithm for spectral image target detection from compressive measurements using a joint sparsity model and a CASSI architecture

2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA) | proceedings-article

David Alberto Boada, Hector Miguel Vargas, Jaime Octavio Albarracin Ferreira, Henry Arguello Fuentes

Coded aperture design for hyper-spectral image recovery via Matrix Completion

2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA) | proceedings-article

Tatiana Gelvez, Henry Arguello, Hoover Rueda

Reconstruction of light field with spectral information from compressive 2D projections

2015 10th Computing Colombian Conference (10CCC) | proceedings-article

Kareth M. Leon Lopez, Laura V. Galvis, Henry Arguello Fuentes

High-dynamic range compressive spectral imaging by adaptive filtering

2015 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa) | proceedings-article

Nelson Diaz, Hoover Rueda, Henry Arguello

Compressive spectral polarization imaging with coded micropolarizer array

SPIE Proceedings | proceedings-article

Chen Fu, Henry Arguello, Brian M. Sadler, Gonzalo R. Arce

Caving Depth Classification by Feature Extraction in Cuttings Images

Earth Sciences Research Journal | journal-article

Laura Viviana Galvis, Reinel Corzo Rueda, Henry Arguello

Adjustable spatial resolution of compressive spectral images sensed by multispectral filter array-based sensors

Revista Facultad de Ingeniería Universidad de Antioquia | journal-article

Yuri Hercilia Mejía-Melgarejo, Ofelia Patricia Villarreal-Dulcey, Henry Arguello-Fuentes

Coded Aperture Design for Compressive X-ray Tomosynthesis

Imaging and Applied Optics 2015 | proceedings-article

Angela P. Cuadros, Kai Wang, Chris Peitch, Henry Arguello, Gonzalo R. Arce

Efficient reconstruction of Raman spectroscopy imaging based on compressive sensing

DYNA | journal-article

Diana Fernanda Galvis-Carreño, Yuri Hercilia Mejía-Melgarejo, Henry Arguello-Fuentes

DMD-based implementation of patterned optical filter arrays for compressive spectral imaging

Journal of the Optical Society of America A | journal-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Coded aperture design in compressive X-ray tomography

2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP) | proceedings-article

Angela P. Cuadros, Gonzalo R. Arce, Henry Arguello

Spectral resolution enhancement of hyperspectral imagery by a multiple-aperture compressive optical imaging system

Ingeniería e Investigación | journal-article

Hoover Fabian Rueda Chacon, Alejandro Parada Mayorga, Henry Arguello Fuentes

Single-pixel optical sensing architecture for compressive hyperspectral imaging

Revista Facultad de Ingeniería Universidad de Antioquia | journal-article

Hoover Fabián Rueda-Chacón, Cesar Augusto Vargas-García, Henry Arguello-Fuentes

Colored coded apertures optimization in compressive spectral imaging by restricted isometry property

2014 IEEE International Conference on Image Processing (ICIP) | proceedings-article

Henry Arguello, Yuri Mejia, Gonzalo Arce

Spectral Image Classification From Optimal Coded-Aperture Compressive Measurements

IEEE Transactions on Geoscience and Remote Sensing | journal-article

Ana Ramirez, Henry Arguello, Gonzalo R. Arce, Brian M. Sadler

Compressive spectral polarization imaging

SPIE Proceedings | proceedings-article

Chen Fu, Henry Arguello, Gonzalo R. Arce, Virginia O. Lorenz

Synthetic coded apertures in compressive spectral imaging

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Laura Galvis, Henry Arguello, Gonzalo R. Arce

Compressive spectral imaging with colored-patterned detectors

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Claudia V. Correa, Henry Arguello, Gonzalo R. Arce

Compressive spectral imaging based on colored coded apertures

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Colored Coded Aperture Design by Concentration of Measure in Compressive Spectral Imaging

IEEE Transactions on Image Processing | journal-article

Henry Arguello, Gonzalo R. Arce

Embedded Transform Coding Based Lossless Compression in Compressive Spectral Imaging with Coded Aperture

2014 Data Compression Conference | proceedings-article

Pinghao Li, Hongkai Xiong, Henry Arguello, Gonzalo R. Arce

Experimental Demonstration of a Colored Coded Aperture-based Compressive Spectral Imaging System

Classical Optics 2014 | proceedings-article

Hoover Rueda, Henry Arguello, Gonzalo R. Arce

Compressive Coded Aperture Spectral Imaging: An Introduction

IEEE Signal Processing Magazine | journal-article

Gonzalo R. Arce, David J. Brady, Lawrence Carin, Henry Arguello, David S. Kittle

Balance de Flujos Metabólicos en Saccharomyces cerevisiae basado en Compartimentalización Intracelular

Revista Colombiana de Biotecnología | journal-article

César Augusto Vargas García, Carlos García Sánchez, Henry Arguello Fuentes, Rodrigo Gonzalo Torres Sáez

Spectral selectivity in compressive spectral imaging based on grayscale coded apertures

Symposium of Signals, Images and Artificial Vision - 2013: STSIVA - 2013 | proceedings-article

Ch. Hoover F. Rueda, G. Armando R. Calderon, Henry Arguello Fuentes

Coded aperture compressive spectral imaging

Symposium of Signals, Images and Artificial Vision - 2013: STSIVA - 2013 | proceedings-article

Henry Arguello Fuentes, Gonzalo R. Arce

Transmittance analysis in coded aperture compressive Raman spectroscopy imaging

Symposium of Signals, Images and Artificial Vision - 2013: STSIVA - 2013 | proceedings-article

Diana Galvis Carreno, Henry Arguello Fuentes

Spatial super-resolution in coded aperturebased optical compressive hyperspectral imaging systems

Revista Facultad de Ingeniería Universidad de Antioquia | journal-article

Henry Arguello Fuentes, Hoover Fabian Rueda Chacón

Block-based reconstructions for compressive spectral imaging

SPIE Proceedings | proceedings-article

Claudia V. Correa, Henry Arguello, Gonzalo R. Arce

Optimization of pseudorandom coded apertures for compressive spectral imaging

SPIE Proceedings | proceedings-article

Henry Arguello, Alejandro Parada, Gonzalo R. Arce

On super-resolved coded aperture spectral imaging

SPIE Proceedings | proceedings-article

Hoover F. Rueda, Henry Arguello, Gonzalo R. Arce

Fast lapped block reconstructions in compressive spectral imaging

Applied Optics | journal-article

Henry Arguello, Claudia V. Correa, Gonzalo R. Arce

Higher-order computational model for coded aperture spectral imaging

Applied Optics | journal-article

Henry Arguello, Hoover Rueda, Yuehao Wu, Dennis W. Prather, Gonzalo R. Arce

Rank Minimization Code Aperture Design for Spectrally Selective Compressive Imaging

IEEE Transactions on Image Processing | journal-article

Henry Arguello, Gonzalo R. Arce

Demonstration of a Higher-Order Discretization Model for Compressive Spectral Imaging

Imaging and Applied Optics | proceedings-article

Hoover Rueda, Alejandro Parada, Henry Arguello, Yuehao Wu, Dennis W. Prather, Gonzalo R. Arce

Arquitectura de almacenamiento masivo de datos en la infraestructura Grid usando el middlewareglite

Revista Tecnura | journal-article

Iván Fernando Gómez Pedraza, Carlos Alberto Varela Garzón, Henry Arguello Fuentes, Juan Carlos Escobar Ramírez

Implementation of Imaging Compressive Sensing Algorithms on Mobile Handset Devices

2012 Seventh International Conference on Broadband, Wireless Computing, Communication and Applications | proceedings-article

Irene L. Manotas Gutierrez, Henry Arguello Fuentes, Kristina Winbladh

Restricted Isometry Property in coded aperture compressive spectral imaging

2012 IEEE Statistical Signal Processing Workshop (SSP) | proceedings-article

Henry Arguello, Gonzalo R. Arce

Spatial super-resolution in code aperture spectral imaging

SPIE Proceedings | proceedings-article

Henry Arguello, Hoover F. Rueda, Gonzalo R. Arce

Spectrally Selective Compressive Imaging by Matrix System Analysis

Imaging and Applied Optics Technical Papers | proceedings-article

Henry Arguello, Gonzalo R. Arce

Code aperture optimization for spectrally agile compressive imaging

Journal of the Optical Society of America A | journal-article

Henry Arguello, Gonzalo R. Arce

Code aperture optimization for spectrally agile compressive imaging

SPIE Proceedings | proceedings-article

Henry Arguello, Gonzalo R. Arce

Aprendizaje estructural de redes bayesianas: Un enfoque basado en puntaje y búsqueda

Ciencia e Ingeniería Neogranadina | journal-article

Erwing Fabián Cardozo Ojeda, Henry Arguello Fuentes

Anomaly recovery from compressed spectral imagery via low-rank matrix minimization

SPIE Proceedings | proceedings-article

Ana Ramirez, Henry Arguello, Gonzalo R. Arce

Video anomaly recovery from compressed spectral imaging

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | proceedings-article

Ana B. Ramirez, Henry Arguello, Gonzalo Arce

Development of a zoned genetic algorithm for semi-flexible protein-ligand docking in drug design

2011 6th Colombian Computing Congress (CCC) | proceedings-article

Paola Rondon, Henry Arguello, Rodrigo Torres

Code Aperture Agile Spectral Imaging (CAASI)

Imaging and Applied Optics | proceedings-article

Henry Arguello, Gonzalo Arce

Code Aperture Design For Compressive Spectral Imaging

Zenodo | article-journal

Henry Arguello

Spectral Aperture Code Design for Multi-Shot Compressive Spectral Imaging

Biomedical Optics and 3-D Imaging | proceedings-article

Peng Ye, Henry Arguello, Gonzalo Arce