Ochoa-Ruiz, Gilberto

1. Isolated Sign Language Recognition based on Tree Structure Skeleton Images
   2023/04/10 by David Laines, Laines, David, Gissella Bejarano +5 · 6 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Hand Gesture Recognition Systems #Human Pose and Action Recognition
2. On the in vivo recognition of kidney stones using machine learning
   2022/01/21 by Lopez-Tiro, Francisco, V. Estrade, Jacques Hubert +10 · 4 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Kidney Stones and Urolithiasis Treatments #Machine Learning (cs.LG) #Pediatric Urology and Nephrology Studies #Renal and Vascular Pathologies #electronic engineering #information engineering
3. Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging
   2022/10/26 by Axel Garcia-Vega, Garcia-Vega, Axel, Ricardo Espinosa +13 · 2 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Esophageal Cancer Research and Treatment #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
4. Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion
   2021/11/09 by Juan Carlos Angeles-Ceron, Angeles-Ceron, Juan Carlos, Gilberto Ochoa‐Ruiz +5 · 1 citation
   Computer Science · Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Surgical Simulation and Training #electronic engineering #information engineering
5. Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation
   2022/06/01 by Daniela Herrera, Gilberto Ochoa‐Ruiz, Herrera, Daniela +5 · 1 citation
   Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering
6. MACFE: A Meta-learning and Causality Based Feature Engineering Framework
   2022/07/08 by Ivan Reyes-Amezcua, Reyes-Amezcua, Ivan, Daniel Flores-Araiza +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification