| BILSK: A Bilinear Convolutional Neural Network Approach for Skin Lesion Classification C Calderón, K Sanchez, S Castillo, H Arguello Computer Methods and Programs in Biomedicine Update, 100036, 2021 | 24 | 2021 |
| CX-DaGAN: Domain adaptation for pneumonia diagnosis on a small chest X-ray dataset K Sanchez, C Hinojosa, H Arguello, D Kouamé, O Meyrignac, A Basarab IEEE Transactions on Medical Imaging 41 (11), 3278-3288, 2022 | 17 | 2022 |
| Supervised spatio-spectral classification of fused images using superpixels K Sanchez, C Hinojosa, H Arguello Applied optics 58 (7), B9-B18, 2019 | 14 | 2019 |
| Accurate deep learning-based gastrointestinal disease classification via transfer learning strategy J Escobar, K Sanchez, C Hinojosa, H Arguello, S Castillo 2021 XXIII Symposium on Image, Signal Processing and Artificial Vision …, 2021 | 11 | 2021 |
| 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 | 11 | 2021 |
| Transfer learning with convolutional neural network for gastrointestinal diseases detection using endoscopic images JP Escobar, N Gomez, K Sanchez, H Arguello 2020 IEEE Colombian Conference on Applications of Computational Intelligence …, 2020 | 8 | 2020 |
| 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 | 8 | 2018 |
| Non-destructive method for classification of cocoa beans from spectral information NA Gomez, K Sanchez, H Arguello 2019 XXII Symposium on Image, Signal Processing and Artificial Vision …, 2019 | 6 | 2019 |
| Subspace-based domain adaptation using similarity constraints for pneumonia diagnosis within a small chest x-ray image dataset K Sanchez, C Hinojosa, H Arguello, S Freiss, N Sans, D Kouamé, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1232-1235, 2021 | 5 | 2021 |
| 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 | 4 | 2022 |
| Two-step deep learning framework for chronic wounds detection and segmentation: A case study in Colombia B Monroy, J Bacca, K Sanchez, H Arguello, S Castillo 2021 XXIII Symposium on Image, Signal Processing and Artificial Vision …, 2021 | 3 | 2021 |
| Automated chronic wounds medical assessment and tracking framework based on deep learning B Monroy, K Sanchez, P Arguello, J Estupiñán, J Bacca, CV Correa, ... Computers in Biology and Medicine 165, 107335, 2023 | 2 | 2023 |
| Sparse subspace clustering for hyperspectral images with missing pixels J Bacca, K Sanchez, H Arguello 2019 XXII Symposium on Image, Signal Processing and Artificial Vision …, 2019 | 2 | 2019 |
| Supervised classification of hyperspectral images using side information K Sanchez, C Hinojosa, H Arguello Propagation Through and Characterization of Atmospheric and Oceanic …, 2018 | 1 | 2018 |
| Deep Learning Algorithms Design for Medical Imaging in Computer-Aided Diagnosis Tasks K Sanchez PhD Thesis - Universidad Industrial de Santander, 2023 | | 2023 |
| AgroTIC: Bridging the gap between farmers, agronomists, and merchants through smartphones and machine learning C Hinojosa, K Sanchez, A Camacho, H Arguello arXiv preprint arXiv:2305.12418, 2023 | | 2023 |
| Mask-Guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma K Sanchez, C Hinojosa, K Arias, H Arguello, D Kouamé, O Meyrignac, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | | 2023 |
| Cocosvi: Single Snapshot Compressive Spectral Video Via Covariance Matrix Estimation J Monsalve, M Marquez, K Sanchez, C Hinojosa, I Esnaola, H Arguello 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2022 | | 2022 |
| Hierarchical Compressed Subspace Clustering Of Infrared Single-Pixel Measurements M Marquez, J Monsalve, K Arias, K Sanchez, C Hinojosa, H Arguello 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2022 | | 2022 |
| Compressed-domain Classification Algorithm for Spectral Imaging Based on Designed Single-Pixel Camera Codification K Sanchez, C Hinojosa, H Garcia, H Arguello, S Castillo Computational Optical Sensing and Imaging, CTu2F. 5, 2021 | | 2021 |
Henry Arguelloprofessor Universidad Industrial de Santander, ColombiaDirección de correo verificada de uis.edu.co
