Personal information

Emails & domains

Verified email addresses

Verified email domains

Websites & social links

Google scholar
Web Page
Github

Keywords

Deep Optics, Computational Imaging, Inverse Problems, Compressive Sensing, Spectral Imaging

Countries

Colombia

Activities

Collapse all

Employment (1)

Universidad Industrial de Santander: Bucaramanga, Santander, CO

Employment
Source: Self-asserted source
Jorge Bacca

Education and qualifications (2)

Universidad Industrial de Santander: Bucaramanga, CO

Ph.D in Computer Science
Education
Source: Self-asserted source
Jorge Bacca

Universidad Industrial de Santander: Bucaramanga, CO

Bachelor of Computer Science Degree
Education
Source: Self-asserted source
Jorge Bacca

Professional activities (6)

Universidad Industrial de Santander: Bucaramanga, CO

2022 | Eloy Valenzuela award
Distinction
Source: Self-asserted source
Jorge Bacca

Ecopetrol: Bucaramanga, CO

2019 | Innovate Challenge Winner
Distinction
Source: Self-asserted source
Jorge Bacca

Colciencias: Bogotá, CO

2019 | Young researcher Scholarship
Distinction
Source: Self-asserted source
Jorge Bacca

Colciencias: Bogotá, CO

2018 | Young researcher Scholarship
Distinction
Source: Self-asserted source
Jorge Bacca

Universidad Industrial de Santander: Bucaramanga, CO

2017 | Cum Laude Award
Distinction
Source: Self-asserted source
Jorge Bacca

Universidad Industrial de Santander: Bucaramanga, CO

2017 | Outstanding undergraduate thesis award
Distinction
Source: Self-asserted source
Jorge Bacca

Works (26)

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

Signal Processing: Image Communication
2025-03 | Journal article
DOI: 10.1016/j.image.2024.117247
Contributors: Jorge Bacca; Christian Arcos; Juan Marcos Ramírez; Henry Arguello
Source: check_circle
Crossref

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

IEEE Transactions on Computational Imaging
2024 | Journal article
DOI: 10.1109/TCI.2024.3422900
Contributors: Romario Gualdrón-Hurtado; Henry Arguello; Jorge Bacca
Source: check_circle
Crossref

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

IEEE Journal of Selected Topics in Signal Processing
2024 | Journal article
DOI: 10.1109/JSTSP.2024.3395979
Contributors: Andrés Jerez; Juan Estupiñán; Jorge Bacca; Henry Arguello
Source: check_circle
Crossref

Designed Dithering Sign Activation for Binary Neural Networks

IEEE Journal of Selected Topics in Signal Processing
2024-09 | Journal article
DOI: 10.1109/JSTSP.2024.3467926
Contributors: Brayan Monroy; Juan Estupiñan; Tatiana Gelvez-Barrera; Jorge Bacca; Henry Arguello
Source: check_circle
Crossref

Deep jointly optical spectral band selection and classification learning

Applied Optics
2024-07-20 | Journal article
DOI: 10.1364/AO.523199
Contributors: Karen Fonseca; Jorge Bacca; Hans Garcia; Henry Arguello
Source: check_circle
Crossref

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

Signal Processing
2024-03 | Journal article
DOI: 10.1016/j.sigpro.2023.109296
Contributors: Tatiana Gelvez-Barrera; Jorge Bacca; Henry Arguello
Source: check_circle
Crossref

Deep optics preconditioner for modulation-free pyramid wavefront sensing

Photonics Research
2024-02-01 | Journal article
DOI: 10.1364/PRJ.502245
Contributors: Felipe Guzmán; Jorge Tapia; Camilo Weinberger; Nicolás Hernández; Jorge Bacca; Benoit Neichel; Esteban Vera
Source: check_circle
Crossref

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

Applied Optics
2024-01-10 | Journal article
DOI: 10.1364/AO.504036
Contributors: Jhon Ramirez; Henry Arguello; Jorge Bacca
Source: check_circle
Crossref

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

Computers in Biology and Medicine
2023-10 | Journal article
DOI: 10.1016/j.compbiomed.2023.107335
Contributors: Brayan Monroy; Karen Sanchez; Paula Arguello; Juan Estupiñán; Jorge Bacca; Claudia V. Correa; Laura Valencia; Juan C. Castillo; Olinto Mieles; Henry Arguello et al.
Source: check_circle
Crossref

Computational spectral imaging: a contemporary overview

Journal of the Optical Society of America A
2023-04-01 | Journal article
DOI: 10.1364/JOSAA.482406
Contributors: Jorge Bacca; Emmanuel Martinez; Henry Arguello
Source: check_circle
Crossref

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

IEEE Journal of Selected Topics in Signal Processing
2023-03 | Journal article
DOI: 10.1109/JSTSP.2022.3207663
Contributors: Roman Jacome; Jorge Bacca; Henry Arguello
Source: check_circle
Crossref

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

IEEE Signal Processing Magazine
2023-03 | Journal article
DOI: 10.1109/MSP.2022.3200173
Contributors: Henry Arguello; Jorge Bacca; Hasindu Kariyawasam; Edwin Vargas; Miguel Marquez; Ramith Hettiarachchi; Hans Garcia; Kithmini Herath; Udith Haputhanthri; Balpreet Singh Ahluwalia et al.
Source: check_circle
Crossref

Calibration reinforcement regularizations for optimized snapshot spectral imaging

Applied Optics
2023-03-10 | Journal article
DOI: 10.1364/AO.477284
Contributors: Hans Garcia; Jorge Bacca; Brendt Wohlberg; Henry Arguello
Source: check_circle
Crossref

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

Applied Optics
2022-09-10 | Journal article
DOI: 10.1364/AO.463726
Contributors: Brayan Monroy; Jorge Bacca; Henry Arguello
Source: check_circle
Crossref

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

IEEE Transactions on Computational Imaging
2021 | Journal article
DOI: 10.1109/TCI.2021.3122285
Contributors: Jorge Bacca; Tatiana Gelvez-Barrera; Henry Arguello
Source: check_circle
Crossref

Shift-variant color-coded diffractive spectral imaging system

Optica
2021-11-20 | Journal article
DOI: 10.1364/OPTICA.439142
Contributors: Henry Arguello; Samuel Pinilla; Yifan Peng; Hayato Ikoma; Jorge Bacca; Gordon Wetzstein
Source: check_circle
Crossref

Compressive spectral image reconstruction using deep prior and low-rank tensor representation

Applied Optics
2021-05-10 | Journal article
DOI: 10.1364/AO.420305
Contributors: Jorge Bacca; Yesid Fonseca; Henry Arguello
Source: check_circle
Crossref

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

TecnoLógicas
2021-01-30 | Journal article
DOI: 10.22430/22565337.1654
Contributors: Karen Sánchez; Jorge Bacca; Laura Arévalo-Sánchez; Henry Arguello; Sergio Castillo
Source: check_circle
Crossref

Super-Resolution Phase Retrieval From Designed Coded Diffraction Patterns

IEEE Transactions on Image Processing
2020 | Journal article
DOI: 10.1109/TIP.2019.2949436
Contributors: Jorge Bacca; Samuel Pinilla; Henry Arguello
Source: check_circle
Crossref

SPUD: simultaneous phase unwrapping and denoising algorithm for phase imaging

Applied Optics
2020-05-01 | Journal article
DOI: 10.1364/AO.383600
Contributors: Jesus Pineda; Jorge Bacca; Jhacson Meza; Lenny A. Romero; Henry Arguello; Andres G. Marrugo
Source: check_circle
Crossref

Coupled deep learning coded aperture design for compressive image classification

Optics Express
2020-03-16 | Journal article
DOI: 10.1364/OE.381479
Contributors: Jorge Bacca; Laura Galvis; Henry Arguello
Source: check_circle
Crossref

Sparse Subspace Clustering in Hyperspectral Images using Incomplete Pixels

TecnoLógicas
2019-09-20 | Journal article
DOI: 10.22430/22565337.1205
Contributors: Jorge Luis Bacca; Henry Arguello
Source: check_circle
Crossref

Noniterative Hyperspectral Image Reconstruction From Compressive Fused Measurements

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2019-04 | Journal article
DOI: 10.1109/JSTARS.2019.2902332
Contributors: Jorge Bacca; Claudia V. Correa; Henry Arguello
Source: check_circle
Crossref

Coded Aperture Design for Compressive Spectral Subspace Clustering

IEEE Journal of Selected Topics in Signal Processing
2018-12 | Journal article
DOI: 10.1109/JSTSP.2018.2878293
Contributors: Carlos Hinojosa; Jorge Bacca; Henry Arguello
Source: check_circle
Crossref

Single pixel compressive spectral polarization imaging using a movable micro-polarizer array

Revista Facultad de Ingeniería Universidad de Antioquia
2018-09 | Journal article
DOI: https://doi.org/10.17533/udea.redin.n88a10
Source: Self-asserted source
Jorge Bacca

Phase Retrieval Algorithm via Nonconvex Minimization Using a Smoothing Function

IEEE Transactions on Signal Processing
2018-09-01 | Journal article
DOI: 10.1109/TSP.2018.2855667
Contributors: Samuel Pinilla; Jorge Bacca; Henry Arguello
Source: check_circle
Crossref

Peer review (2 reviews for 2 publications/grants)

Review activity for Medical image analysis. (1)
Review activity for Signal processing. (1)
How many people are using ORCID?