Brayan Monroy

According to our database, Brayan Monroy authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Bernard Ghanem, Henry Arguello

Dataset, June, 2024

Hadamard Row-Wise Generation Algorithm.

Brayan Monroy, Jorge Bacca

CoRR, 2024

Designed Dithering Sign Activation for Binary Neural Networks.

Brayan Monroy, Juan Estupiñán, Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello

CoRR, 2024

Predicting The Spectrum: Deep Adaptive Sensing for Hadamard Single Pixel Spectral Imaging.

Brayan Monroy, Jorge Bacca, Henry Arguello

Proceedings of the IEEE International Conference on Acoustics, 2024

Deep Plug-and-Play Algorithm for Unsaturated Imaging.

Jorge Bacca, Brayan Monroy, Henry Arguello

Proceedings of the IEEE International Conference on Acoustics, 2024

Plug-And-Play Algorithm Coupled with Low-Rank Quadratic Envelope Regularization for Compressive Spectral Imaging.

Jorge Bacca, Marcus Carlsson, Brayan Monroy, Henry Arguello

Proceedings of the IEEE International Conference on Acoustics, 2024

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, October, 2023

Deep Adaptive Superpixels For Hadamard Single Pixel Imaging In Near-Infrared Spectrum.

Brayan Monroy, Jorge Bacca, Henry Arguello

Proceedings of the IEEE International Conference on Acoustics, 2023

Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion.

Roman Jacome, Brayan Monroy, Jorge Bacca, Henry Arguello

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging.

Brayan Monroy, Jorge Bacca, Henry Arguello

CoRR, 2022

2021

Deep Low-Dimensional Spectral Image Representation for Compressive Spectral Reconstruction.

Brayan Monroy, Jorge Bacca, Henry Arguello

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021