Gilberto Ochoa‐Ruiz

Unsupervised color image segmentation: A case of RGB histogram based K-means clustering initialization

Sadia Basar, Mushtaq Ali, Gilberto Ochoa‐Ruiz et al. · PLoS ONE · 2020 · 71 citations · Full text

Machine Vision, Image Analysis, Data Science +14

An Asphalt Damage Dataset and Detection System Based on RetinaNet for Road Conditions Assessment

Gilberto Ochoa‐Ruiz, Andrés Alonso Angulo-Murillo, Alberto Ochoa et al. · Applied Sciences · 2020 · 45 citations · Full text

Highway Pavement, Road Conditions Assessment, Engineering +21

Assessing deep learning methods for the identification of kidney stones in endoscopic images

Francisco J. López, Andres Varelo, Oscar Hinojosa et al. · 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) · 2021 · 43 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion

Juan Carlos Ángeles Cerón, Gilberto Ochoa‐Ruiz, Leonardo Chang et al. · Medical Image Analysis · 2022 · 39 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +24

Isolated Sign Language Recognition based on Tree Structure Skeleton Images

David Laines, Miguel González-Mendoza, Gilberto Ochoa‐Ruiz et al. · 2023 · 38 citations

Engineering, Machine Learning, Human Pose Estimation +20