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Hans Garcia
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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
38*2023
Multi-resolution compressive spectral imaging reconstruction from single pixel measurements
H Garcia, CV Correa, H Arguello
IEEE Transactions on Image Processing 27 (12), 6174-6184, 2018
372018
Coded aperture design for solving the phase retrieval problem in X-ray crystallography
S Pinilla, H García, L Díaz, J Poveda, H Arguello
Journal of Computational and Applied Mathematics 338, 111-128, 2018
182018
Optimized sensing matrix for single pixel multi-resolution compressive spectral imaging
H Garcia, CV Correa, H Arguello
IEEE Transactions on Image Processing 29, 4243-4253, 2020
162020
Single pixel spectral image fusion with side information from a grayscale sensor
A Jerez, H Garcia, H Arguello
2018 IEEE 1st Colombian Conference on Applications in Computational …, 2018
112018
Multi-resolution coded apertures based on side information for single pixel spectral reconstruction
H Garcia, CV Correa, K Sánchez, E Vargas, H Arguello
2018 26th European Signal Processing Conference (EUSIPCO), 2215-2219, 2018
82018
Multi-Resolution Reconstruction Algorithm for Compressive Single Pixel Spectral Imaging
H Garcia, CV Correa, O Villarreal, S Pinilla, H Arguello
25th European Signal Processing Conference, EUSIPCO2017, 5, 2017
82017
Hyperspectral camera as a compact payload architecture for remote sensing applications
D Morales-Norato, S Urrea, H Garcia, J Rodriguez-Ferreira, E Martinez, ...
Applied Optics 62 (8), C88-C98, 2023
62023
Calibration Reinforcement Regularizations for Optimized Snapshot Spectral
H Garcia, J Bacca, B Wohlberg, H Arguello
Applied Optics 62 (8), C135-C145, 2023
62023
C-3SPCD: coded aperture similarity constrained design for spatio-spectral classification of single-pixel measurements
C Hinojosa, K Sanchez, H Garcia, H Arguello
Applied Optics 61 (8), E21-E32, 2022
52022
Mri brain tumour segmentation using a cnn over a multi-parametric feature extraction
E Martinez, C Calderón, H Garcia, H Arguello
2020 IEEE Colombian Conference on Applications of Computational Intelligence …, 2020
52020
Spectral image fusion for increasing the spatio-spectral resolution through side information
A Jerez, H Garcia, H Arguello
IEEE Colombian Conference on Applications in Computational Intelligence, 165-176, 2018
52018
Object classification using spectral images and deep learning
C López, R Jácome, H Garcia, H Arguello
2020 IEEE Colombian Conference on Applications of Computational Intelligence …, 2020
42020
Tridimensional convolutional sparse coding of spectral images
C Barajas-Solano, JM Ramirez, H Garcia, H Arguello
Hyperspectral Imaging and Sounding of the Environment, HTu3B. 5, 2019
42019
Optical Solutions for Spectral Imaging Inverse Problems with a Shift-Variant System.
S Urrea, R Jacome, MS Asif, H Arguello, H Garcia
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
32023
Correction of Designed Compressive Spectral Imaging Measurements Using a Deep Learning-Based Method
G Contreras, J Pabón, H García, F Rojas, H Arguello
2021 XXIII Symposium on Image, Signal Processing and Artificial Vision …, 2021
32021
Joint Deep Learning Optical Band Selection and Classification Method for Spectral Data
K Fonseca, H Garcia, F da Silva, H Arguello, J Bacca
Computational Optical Sensing and Imaging, CTh2A. 4, 2023
22023
Target identification from coded diffraction patterns via template matching
A Jerez, S Pinilla, H Garcia, H Arguello
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
22019
Convolutional basis pursuit denoising of spectral images using a tri-dimensional sparse representation
C Barajas-Solano, H Garcia, H Arguello
2019 XXII Symposium on Image, Signal Processing and Artificial Vision …, 2019
22019
Multiresolution spectral imaging by combining different sampling strategies in a compressive imager, MR-CASSI
H Garcia, Ó Espitia, H Arguello
2016 XXI Symposium on Signal Processing, Images and Artificial Vision …, 2016
22016
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Articles 1–20