Jorge Bacca

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 38

Top Topics

Top Venues

Publications

Romario Gualdrón-Hurtado, Henry Arguello, Jorge Bacca
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging. IEEE Trans. Computational Imaging 10 (2024)
Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello
Mixture-Net: Low-rank deep image prior inspired by mixture models for spectral image recovery. Signal Process. 216 (2024)
Brayan Monroy, Juan Estupiñán, Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello
Designed Dithering Sign Activation for Binary Neural Networks. CoRR (2024)
Jorge Bacca, Marcus Carlsson, Brayan Monroy, Henry Arguello
Plug-And-Play Algorithm Coupled with Low-Rank Quadratic Envelope Regularization for Compressive Spectral Imaging. ICASSP (2024)
Jorge Bacca, Brayan Monroy, Henry Arguello
Deep Plug-and-Play Algorithm for Unsaturated Imaging. ICASSP (2024)
Roman Jacome, Brayan Monroy, Jorge Bacca, Henry Arguello
Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion. ICASSP Workshops (2023)
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, Chamira U. S. Edussooriya
Deep Optical Coding Design in Computational Imaging: A data-driven framework. IEEE Signal Process. Mag. 40 (2) (2023)
Roman Jacome, Jorge Bacca, Henry Arguello
D$^\text{2}$UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion. IEEE J. Sel. Top. Signal Process. 17 (2) (2023)
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
Automated chronic wounds medical assessment and tracking framework based on deep learning. Comput. Biol. Medicine 165 (2023)
Brayan Monroy, Jorge Bacca, Henry Arguello
Deep Adaptive Superpixels For Hadamard Single Pixel Imaging In Near-Infrared Spectrum. ICASSP (2023)
Jorge Bacca, Emmanuel Martinez, Henry Arguello
Computational Spectral Imaging: A Contemporary Overview. CoRR (2023)
Emmanuel Martinez, Jorge Bacca, Tatiana Gelvez-Barrera, Henry Arguello
ReDIP: Rethinking Deep Image Prior for Compressive Spectral Imaging Calibration. EUSIPCO (2023)
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, Chamira U. S. Edussooriya
Deep Optical Coding Design in Computational Imaging. CoRR (2022)
Brayan Monroy, Jorge Bacca, Henry Arguello
JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging. CoRR (2022)
Jorge Bacca, Alejandra Hernandez-Rojas, Henry Arguello
Deep Coding Patterns Design for Compressive Near-Infrared Spectral Classification. CoRR (2022)
Roman Jacome, Jorge Bacca, Henry Arguello
UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion. CoRR (2022)
Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello
Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery. CoRR (2022)
Jorge Bacca, Alejandra Hernandez-Rojas, Henry Arguello
Deep Coding Patterns Design for Compressive Near-Infrared Spectral Classification. EUSIPCO (2022)
Tatiana Gelvez, Jorge Bacca, Henry Arguello
Interpretable Deep Image Prior Method Inspired In Linear Mixture Model For Compressed Spectral Image Recovery. ICIP (2021)
Jorge Bacca, Tatiana Gelvez-Barrera, Henry Arguello
Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks. IEEE Trans. Computational Imaging 7 (2021)
Roman Jacome, Jorge Bacca, Henry Arguello
Deep-Fusion: An End-To-End Approach for Compressive Spectral Image Fusion. ICIP (2021)
Tatiana Gelvez, Jorge Bacca, Henry Arguello
Interpretable Multiple Loss Functions in A Low-Rank Deep Image Prior Based Method For Single Hyperspectral Image Super-Resolution. EUSIPCO (2021)
Jorge Bacca, Tatiana Gelvez, Henry Arguello
Transmittance Regularizer for Binary coded Aperture Design in a Computational Imaging end-to-end Approach. ICASSP (2021)
Brayan Monroy, Jorge Bacca, Henry Arguello
Deep Low-Dimensional Spectral Image Representation for Compressive Spectral Reconstruction. MLSP (2021)
Jorge Bacca, Nelson Diaz, Henry Arguello
Compressive Classification via Deep Learning using Single-Pixel Measurements. DCC (2020)
Jorge Bacca, Samuel Pinilla, Henry Arguello
Super-Resolution Phase Retrieval From Designed Coded Diffraction Patterns. IEEE Trans. Image Process. 29 (2020)
Jorge Bacca, Samuel Pinilla, Henry Arguello
Coded Aperture Design for Super-Resolution Phase Retrieval. EUSIPCO (2019)
Carlos Hinojosa, Jorge Bacca, Edwin Vargas, Sergio Castillo, Henry Arguello
Single-Pixel Camera Sensing Matrix Design for Hierarchical Compressed Spectral Clustering. MLSP (2019)
Jorge Bacca, Claudia V. Correa P., Edwin Vargas, Sergio Castillo, Henry Arguello
Compressive Classification from Single Pixel Measurements Via Deep Learning. MLSP (2019)
Silvia Baldiris, Laura Mancera, Levintón Licona, Cecilia Ávila, Jorge Bacca, Yurgos Politis, Lizbeth Goodman, Jutta Treviranus
Promoting Inclusion Using OER in Vocational Education and Training Programs. ICWL (2019)
Jorge Bacca, Claudia V. Correa P., Henry Arguello
Noniterative Hyperspectral Image Reconstruction From Compressive Fused Measurements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (4) (2019)
Jorge Bacca, Claudia V. Correa P., Henry Arguello
A Non-iterative Reconstruction Algorithm for Single Pixel Spectral Imaging with Side Information. EUSIPCO (2019)
Edwin Vargas, Samuel Pinilla, Jorge Bacca, Henry Arguello
Robust Formulation for Solving Underdetermined Random Linear System of Equations Via Admm. SSP (2018)
Samuel Pinilla, Jorge Bacca, Jean-Yves Tourneret, Henry Arguello
A Smoothing Stochastic Phase Retrieval Algorithm for Solving Random Quadratic Systems. SSP (2018)
Carlos Hinojosa, Jorge Bacca, Henry Arguello
Coded Aperture Design for Compressive Spectral Subspace Clustering. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Samuel Pinilla, Jorge Bacca, Jhon Angarita, Henry Arguello
Phase Retrieval via Smoothing Projected Gradient Method. ICASSP (2018)
Samuel Pinilla, Jorge Bacca, Henry Arguello
Phase Retrieval Algorithm via Nonconvex Minimization Using a Smoothing Function. IEEE Trans. Signal Process. 66 (17) (2018)
Jorge Bacca, Héctor Vargas, Henry Arguello
A constrained formulation for compressive spectral image reconstruction using linear mixture models. CAMSAP (2017)
Jorge Bacca, Silvia Baldiris, Ramón Fabregat, Sabine Graf, Kinshuk
Augmented Reality Trends in Education: A Systematic Review of Research and Applications. J. Educ. Technol. Soc. 17 (4) (2014)
Jorge Bacca, Silvia Baldiris, Ramón Fabregat, Cecilia Ávila
A Case-based Reasoning Approach to Validate Grammatical Gender and Number Agreement in Spanish language. Int. J. Interact. Multim. Artif. Intell. 2 (1) (2013)
Jorge Bacca, Silvia Baldiris, Ramón Fabregat, Juan Guevara, Dora Calderón
A Case-Based Reasoning Approach to Support Teaching of Spanish as a Second Language in Indigenous Communities from Latin America. IBERAMIA (2012)