Karen Sanchez

CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-Ray Dataset

A. Basarab, D. Kouamé, Carlos Hinojosa, 2022, IEEE Transactions on Medical Imaging.

Accurate Deep Learning-based Gastrointestinal Disease Classification via Transfer Learning Strategy

Carlos Hinojosa, Karen Sanchez, H. Arguello, 2021, 2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA).

Cocosvi: Single Snapshot Compressive Spectral Video Via Covariance Matrix Estimation

Carlos Hinojosa, M. Márquez, Jonathan Monsalve, 2022, 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

BILSK: A Bilinear Convolutional Neural Network Approach for Skin Lesion Classification

Karen Sanchez, H. Arguello, Sergio Castillo, 2021, Computer Methods and Programs in Biomedicine Update.

Transfer Learning with Convolutional Neural Network for Gastrointestinal Diseases Detection using Endoscopic Images

Henry Arguello, Jessica Paola Escobar, Natalia Gomez, 2020, 2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020).

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

Jorge Bacca, Henry Arguello, Karen Sanchez, 2021 .

Sparse Subspace Clustering for Hyperspectral Images with Missing Pixels

Jorge Bacca, Henry Arguello, Karen Sanchez, 2019, 2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA).

Multi-Resolution Coded Apertures Based on Side Information for Single Pixel Spectral Reconstruction

Henry Arguello, Edwin Vargas, P. ClaudiaV.Correa, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Supervised spatio-spectral classification of fused images using superpixels.

Henry Arguello, Carlos Hinojosa, Karen Sanchez, 2019, Applied optics.

Non-Destructive Method for Classification of Cocoa Beans from Spectral Information

Henry Arguello, Karen Sanchez, Natalia Andrea Gomez, 2019, 2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA).

AgroTIC: Bridging the gap between farmers, agronomists, and merchants through smartphones and machine learning

Ariolfo Camacho, Carlos Hinojosa, Karen Sanchez, 2023, ArXiv.