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Jorge Bacca
Jorge Bacca
Associate Professor, Computer Science Department, Universidad Industrial de Santander, Colombia
Dirección de correo verificada de correo.uis.edu.co
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Año
Shift-variant color-coded diffractive spectral imaging system
H Arguello, S Pinilla, Y Peng, H Ikoma, J Bacca, G Wetzstein
Optica 8 (11), 1424-1434, 2021
792021
Deep coded aperture design: An end-to-end approach for computational imaging tasks
J Bacca, T Gelvez-Barrera, H Arguello
IEEE Transactions on Computational Imaging 7, 1148-1160, 2021
582021
Coupled deep learning coded aperture design for compressive image classification
J Bacca, L Galvis, H Arguello
Optics express 28 (6), 8528-8540, 2020
582020
Coded aperture design for compressive spectral subspace clustering
C Hinojosa, J Bacca, H Arguello
IEEE Journal of Selected Topics in Signal Processing 12 (6), 1589-1600, 2018
572018
Compressive spectral image reconstruction using deep prior and low-rank tensor representation
J Bacca, Y Fonseca, H Arguello
Applied optics 60 (14), 4197-4207, 2021
412021
Noniterative hyperspectral image reconstruction from compressive fused measurements
J Bacca, CV Correa, H Arguello
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
412019
Deep optical coding design in computational imaging: a data-driven framework
H Arguello, J Bacca, H Kariyawasam, E Vargas, M Marquez, ...
IEEE Signal Processing Magazine 40 (2), 75-88, 2023
39*2023
Phase retrieval algorithm via nonconvex minimization using a smoothing function
S Pinilla, J Bacca, H Arguello
IEEE Transactions on Signal Processing 66 (17), 4574-4584, 2018
382018
Computational spectral imaging: a contemporary overview
J Bacca, E Martinez, H Arguello
Journal of the Optical Society of America A 40 (4), C115-C125, 2023
302023
SPUD: simultaneous phase unwrapping and denoising algorithm for phase imaging
J Pineda, J Bacca, J Meza, LA Romero, H Arguello, AG Marrugo
Applied Optics 59 (13), D81-D88, 2020
242020
Super-resolution phase retrieval from designed coded diffraction patterns
J Bacca, S Pinilla, H Arguello
IEEE Transactions on Image Processing 29, 2598-2609, 2019
232019
Kernel sparse subspace clustering with total variation denoising for hyperspectral remote sensing images
J Bacca, CA Hinojosa, H Arguello
Mathematics in Imaging, MTu4C. 5, 2017
222017
DUF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion
R Jacome, J Bacca, H Arguello
IEEE Journal of Selected Topics in Signal Processing 17 (2), 502-512, 2022
192022
Compressive classification from single pixel measurements via deep learning
J Bacca, CV Correa, E Vargas, S Castillo, H Arguello
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
192019
JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging
B Monroy, J Bacca, H Arguello
Applied Optics 61, 7757-7766, 2022
122022
Interpretable deep image prior method inspired in linear mixture model for compressed spectral image recovery
T Gelvez, J Bacca, H Arguello
2021 IEEE International Conference on Image Processing (ICIP), 1934-1938, 2021
122021
Deep-fusion: An end-to-end approach for compressive spectral image fusion
R Jacome, J Bacca, H Arguello
2021 IEEE International Conference on Image Processing (ICIP), 2903-2907, 2021
112021
Deep optics preconditioner for modulation-free pyramid wavefront sensing
F Guzmán, J Tapia, C Weinberger, N Hernández, J Bacca, B Neichel, ...
Photonics Research 12 (2), 301-312, 2024
102024
Classification of cocoa beans based on their level of fermentation using spectral information
K Sánchez, J Bacca, L Arévalo-Sánchez, H Arguello, S Castillo
TecnoLógicas 24 (50), 172-188, 2021
102021
Mixture-Net: Low-rank deep image prior inspired by mixture models for spectral image recovery
T Gelvez-Barrera, J Bacca, H Arguello
Signal Processing 216, 109296, 2024
92024
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Artículos 1–20