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Gilberto Ochoa-Ruiz
Gilberto Ochoa-Ruiz
Tec de Monterrey, CV-inside lab, Advanced AI Research Group
Dirección de correo verificada de tec.mx - Página principal
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Año
Unsupervised color image segmentation: A case of RGB histogram based K-means clustering initialization
S Basar, M Ali, G Ochoa-Ruiz, M Zareei, A Waheed, Adnan, Awais
Plos One 15 (10), 2020
582020
Road damage detection acquisition system based on deep neural networks for physical asset management
A Angulo, JA Vega-Fernández, LM Aguilar-Lobo, S Natraj, G Ochoa-Ruiz
Advances in Soft Computing: 18th Mexican International Conference on …, 2019
532019
A digital watermarking algorithm based on quantization of the DCT: Application on medical imaging
MA Hajjaji, EB Bourennane, A Mtibaa, G Ochoa-Ruiz
2013 International Conference on Control, Decision and Information …, 2013
41*2013
Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations
D Flores-Araiza, F Lopez-Tiro, J El-Beze, J Hubert, M Gonzalez-Mendoza, ...
http://arxiv.org/abs/2304.04077, 2023
36*2023
A prostate MRI segmentation tool based on active contour models using a gradient vector flow
J Rodríguez, G Ochoa-Ruiz, C Mata
Applied Sciences 10 (18), 6163, 2020
33*2020
An asphalt damage dataset and detection system based on retinanet for road conditions assessment
G Ochoa-Ruiz, AA Angulo-Murillo, A Ochoa-Zezzatti, LM Aguilar-Lobo, ...
Applied sciences 10 (11), 3974, 2020
312020
Assessing deep learning methods for the identification of kidney stones in endoscopic images
F López, A Varela, O Hinojosa, J El Beze, J Hubert, V Estrade, ...
43rd Annual International Conference of the IEEE Engineering in Medicine …, 2021
302021
A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks
CD Suarez-Ramirez, M Gonzalez-Mendoza, L Chang-Fernandez, ...
arXiV preprint arXiv:2104.05124, 2021
30*2021
Towards an automated classification method for ureteroscopic kidney stone images using ensemble learning
A Martínez, DH Trinh, J El Beze, J Hubert, P Eschwege, V Estrade, ...
42nd Annual International Conference of the IEEE Engineering in Medicine …, 2020
302020
Computer Vision-based Characterization of Large-scale Jet Flames using a Synthetic Infrared Image Generation Approach
C Pérez-Guerrero, JF Ciprián-Sánchez, A Palacios, G Ochoa-Ruiz, ...
Engineering Applications of Artificial Intelligence 127 (Part A), 2024
29*2024
A Novel Defocused Image Segmentation Method based on PCNN and LBP
S Basar, M Ali, G Ochoa-Ruiz, A Waheed, G Rodriguez-Hernandez, ...
IEEE Access, 2021
28*2021
FIRe-GAN: a novel deep learning-based infrared-visible fusion method for wildfire imagery
JF Ciprian-Sanchez, G Ochoa-Ruiz, L Rossi, F Morandini
Neural Computing and Applications, 2023
262023
Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion
JCÁ Cerón, GO Ruiz, L Chang, S Ali
Medical Image Analysis 81, 102569, 2022
232022
Evaluation and understanding of automated urinary stone recognition methods
J El Beze, C Mazeaud, C Daul, G Ochoa-Ruiz, M Daudon, P Eschwège, ...
British Journal of Urology International (BJUI), 2022
22*2022
Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures
JCA Cerón, L Chang, GO Ruiz, S Ali
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
222021
On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification
M Mendez-Ruiz, F Lopez-Tiro, D Flores-Araiza, J El-Beze, G Ochoa-Ruiz, ...
Mexican International Conference on Artificial Intelligence (MICAI) 13612 …, 2022
21*2022
A novel methodology for accelerating bitstream relocation in partially reconfigurable systems
M Touiza, G Ochoa-Ruiz, EB Bourennane, A Guessoum, K Messaoudi
Microprocessors and Microsystems 37 (3), 358-372, 2013
21*2013
Assessing the Impact of the Loss Function, Architecture and Image Type for Deep Learning-Based Wildfire Segmentation
JF Ciprian-Sanchez, G Ochoa-Ruiz, L Rossi, F Morandini
Applied Sciences 11 (Adv. Appr. in Fire and Smoke Detection), 2021
152021
On The In Vivo Recognition Of Kidney Stones Using Machine Learning
F Lopez, V Estrade, J Hubert, D Flores-Araiza, M Gonzalez-Mendoza, ...
IEEE Access, 2024
13*2024
Monitoring the Emotional Response to the COVID-19 Pandemic Using Sentiment Analysis: A Case Study in Mexico
E León-Sandoval, M Zareei, LI Barbosa-Santillán, LE Falcón Morales, ...
Computational Intelligence and Neuroscience 2022, 2022
122022
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