A constrained formulation for compressive spectral image reconstruction using linear mixture models. - Jorge Bacca; Héctor Vargas; Henry Arguello (CAMSAP, 2017)

Framework for the design and development of motivational augmented reality learning experiences in vocational education and training. - Jorge Bacca (2017)

Phase Retrieval via Smoothing Projected Gradient Method. - Samuel Pinilla; Jorge Bacca; Jhon Angarita; Henry Arguello (ICASSP, 2018)

A Smoothing Stochastic Phase Retrieval Algorithm for Solving Random Quadratic Systems. - Samuel Pinilla; Jorge Bacca; Jean-Yves Tourneret; Henry Arguello (SSP, 2018)

Robust Formulation for Solving Underdetermined Random Linear System of Equations Via Admm. - Edwin Vargas; Samuel Pinilla; Jorge Bacca; Henry Arguello (SSP, 2018)

Coded Aperture Design for Compressive Spectral Subspace Clustering. - Carlos Hinojosa; Jorge Bacca; Henry Arguello (IEEE J. Sel. Top. Signal Process., 2018)

Phase Retrieval Algorithm via Nonconvex Minimization Using a Smoothing Function. - Samuel Pinilla; Jorge Bacca; Henry Arguello (IEEE Trans. Signal Process., 2018)

A Non-iterative Reconstruction Algorithm for Single Pixel Spectral Imaging with Side Information. - Jorge Bacca; Claudia V. Correa P.; Henry Arguello (EUSIPCO, 2019)

Coded Aperture Design for Super-Resolution Phase Retrieval. - Jorge Bacca; Samuel Pinilla; Henry Arguello (EUSIPCO, 2019)

Compressive Classification from Single Pixel Measurements Via Deep Learning. - Jorge Bacca; Claudia V. Correa P.; Edwin Vargas; Sergio Castillo; Henry Arguello (MLSP, 2019)

Single-Pixel Camera Sensing Matrix Design for Hierarchical Compressed Spectral Clustering. - Carlos Hinojosa; Jorge Bacca; Edwin Vargas; Sergio Castillo; Henry Arguello (MLSP, 2019)

Noniterative Hyperspectral Image Reconstruction From Compressive Fused Measurements. - Jorge Bacca; Claudia V. Correa P.; Henry Arguello (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Compressive Classification via Deep Learning using Single-Pixel Measurements. - Jorge Bacca; Nelson Diaz; Henry Arguello (DCC, 2020)

Super-Resolution Phase Retrieval From Designed Coded Diffraction Patterns. - Jorge Bacca; Samuel Pinilla; Henry Arguello (IEEE Trans. Image Process., 2020)

Interpretable Multiple Loss Functions in A Low-Rank Deep Image Prior Based Method For Single Hyperspectral Image Super-Resolution. - Tatiana Gelvez; Jorge Bacca; Henry Arguello (EUSIPCO, 2021)

Transmittance Regularizer for Binary coded Aperture Design in a Computational Imaging end-to-end Approach. - Jorge Bacca; Tatiana Gelvez; Henry Arguello (ICASSP, 2021)

Interpretable Deep Image Prior Method Inspired In Linear Mixture Model For Compressed Spectral Image Recovery. - Tatiana Gelvez; Jorge Bacca; Henry Arguello (ICIP, 2021)

Deep-Fusion: An End-To-End Approach for Compressive Spectral Image Fusion. - Roman Jacome; Jorge Bacca; Henry Arguello (ICIP, 2021)

Deep Low-Dimensional Spectral Image Representation for Compressive Spectral Reconstruction. - Brayan Monroy; Jorge Bacca; Henry Arguello (MLSP, 2021)

Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks. - Jorge Bacca; Tatiana Gelvez-Barrera; Henry Arguello (IEEE Trans. Computational Imaging, 2021)

Deep Coding Patterns Design for Compressive Near-Infrared Spectral Classification. - Jorge Bacca; Alejandra Hernandez-Rojas; Henry Arguello (EUSIPCO, 2022)

JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging. - Brayan Monroy; Jorge Bacca; Henry Arguello (CoRR, 2022)

D2UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion. - Roman Jacome; Jorge Bacca; Henry Arguello (CoRR, 2022)

Deep Optical Coding Design in Computational Imaging. - Henry Arguello; Jorge Bacca; Hasindu Kariyawasam; Edwin Vargas; Miguel Marquez; Ramith Hettiarachchi; Hans Garcia; Kithmini Herath; Udith Haputhanthri; Balpreet Singh Ahluwalia; Peter T. C. So; Dushan N. Wadduwage; et al. (CoRR, 2022)

ReDIP: Rethinking Deep Image Prior for Compressive Spectral Imaging Calibration. - Emmanuel Martínez 002; Jorge Bacca; Tatiana Gelvez-Barrera; Henry Arguello (EUSIPCO, 2023)

Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion. - Roman Jacome; Brayan Monroy; Jorge Bacca; Henry Arguello (ICASSP Workshops, 2023)

Deep Adaptive Superpixels For Hadamard Single Pixel Imaging In Near-Infrared Spectrum. - Brayan Monroy; Jorge Bacca; Henry Arguello (ICASSP, 2023)

Computational Spectral Imaging: A Contemporary Overview. - Jorge Bacca; Emmanuel Martínez 002; Henry Arguello (CoRR, 2023)

D$^ text{2}$UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion. - Roman Jacome; Jorge Bacca; Henry Arguello (IEEE J. Sel. Top. Signal Process., 2023)

Deep Optical Coding Design in Computational Imaging: A data-driven framework. - Henry Arguello; Jorge Bacca; Hasindu Kariyawasam; Edwin Vargas; Miguel Marquez; Ramith Hettiarachchi; Hans Garcia; Kithmini Herath; Udith Haputhanthri; Balpreet Singh Ahluwalia; Peter T. C. So; Dushan N. Wadduwage; et al. (IEEE Signal Process. Mag., 2023)

Automated chronic wounds medical assessment and tracking framework based on deep learning. - Brayan Monroy; Karen Sanchez; Paula Arguello; Juan Estupiñán; Jorge Bacca; Claudia V. Correa P.; Laura Valencia; Juan C. Castillo; Olinto Mieles; Henry Arguello; Sergio Castillo; Fernando Rojas Morales (Comput. Biol. Medicine, 2023)

High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving. - Kebin Contreras; Brayan Monroy; Jorge Bacca (ECCV Workshops (7), 2024)

Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications. - Brayan Monroy; Kebin Contreras; Jorge Bacca (ECCV Workshops (9), 2024)

Plug-And-Play Algorithm Coupled with Low-Rank Quadratic Envelope Regularization for Compressive Spectral Imaging. - Jorge Bacca; Marcus Carlsson; Brayan Monroy; Henry Arguello (ICASSP, 2024)

Deep Plug-and-Play Algorithm for Unsaturated Imaging. - Jorge Bacca; Brayan Monroy; Henry Arguello (ICASSP, 2024)

Predicting The Spectrum: Deep Adaptive Sensing for Hadamard Single Pixel Spectral Imaging. - Brayan Monroy; Jorge Bacca; Henry Arguello (ICASSP Workshops, 2024)

Hadamard Row-Wise Generation Algorithm. - Brayan Monroy; Jorge Bacca (CoRR, 2024)

Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging. - Romario Gualdrón-Hurtado; Henry Arguello; Jorge Bacca (IEEE Trans. Computational Imaging, 2024)

Mixture-Net: Low-rank deep image prior inspired by mixture models for spectral image recovery. - Tatiana Gelvez-Barrera; Jorge Bacca; Henry Arguello (Signal Process., 2024)

Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design. - Andrés Jerez; Juan Estupiñán; Jorge Bacca; Henry Arguello (IEEE J. Sel. Top. Signal Process., 2024)

CO2Wounds-V2 Extended Chronic Wounds Dataset From Leprosy Patients with Segmentation and Detection Labels. - Karen Sanchez; Carlos Hinojosa; Brayan Monroy; Paula Arguello; Claudia V. Correa P.; Jorge Bacca; Olinto Mieles; Chen Zhao 002; Bernard Ghanem; Henry Arguello (IEEE DataPort, 2024)

Designed Dithering Sign Activation for Binary Neural Networks. - Brayan Monroy; Juan Estupiñán; Tatiana Gelvez-Barrera; Jorge Bacca; Henry Arguello (IEEE J. Sel. Top. Signal Process., 2024)

Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise. - Brayan Monroy; Jorge Bacca; Julián Tachella (CVPR, 2025)

Middle-output deep image prior for blind hyperspectral and multispectral image fusion. - Jorge Bacca; Christian Arcos; Juan Marcos Ramirez; Henry Arguello (Signal Process. Image Commun., 2025)

Projection-Based Correction for Enhancing Deep Inverse Networks. - Jorge Bacca (CoRR, 2025)