Miguel González-Mendoza

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 32

Top Topics

Fusion Strategies

Action Recognition

Top Venues

Computación y Sistemas (CyS)

Publications

Daniela Herrera, Francisco Javier Lopez-Tiro, Josep Munuera, Christian Mata, Miguel González-Mendoza, Gilberto Ochoa-Ruiz
Image Enhancement and Segmentation of Magnetic Resonance Cerebral Vessels Through Conventional and Deep Learning Techniques. CBMS (2024)
Francisco Javier Lopez-Tiro, Vincent Estrade, Jacques Hubert, Daniel Flores-Araiza, Miguel González-Mendoza, Gilberto Ochoa, Christian Daul
On the In Vivo Recognition of Kidney Stones Using Machine Learning. IEEE Access 12 (2024)
Carmina Pérez-Guerrero, Jorge Francisco Ciprián-Sánchez, Adriana Palacios, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Vahid Foroughi, Elsa Pastor, Gerardo Rodriguez-Hernandez
Computer vision-based characterization of large-scale jet flames using a synthetic infrared image generation approach. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Fernando Camarena, Miguel González-Mendoza, Leonardo Chang
Knowledge Distillation in Video-Based Human Action Recognition: An Intuitive Approach to Efficient and Flexible Model Training. J. Imaging 10 (4) (2024)
Daniel Flores-Araiza, Armando Villegas-Jimenez, Francisco Javier Lopez-Tiro, Miguel González-Mendoza, Rosa-Maria Rodríguez-Guéant, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul
On the Link Between Model Performance and Causal Scoring of Medical Image Explanations. CBMS (2024)
Daniel Flores-Araiza, Francisco Javier Lopez-Tiro, Jonathan El Beze, Jacques Hubert, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul
Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations. CVPR Workshops (2023)
Elias Villalvazo-Avila, Francisco Javier Lopez-Tiro, Mariana Rizo, Jonathan El Beze, Jacques Hubert, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies. ISBI (2023)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
Assessing the Performance of Deep Learning-Based Models for Prostate Cancer Segmentation Using Uncertainty Scores. CaPTion@MICCAI (2023)
Carlos Vilchis, Carmina Pérez-Guerrero, Mauricio Mendez-Ruiz, Miguel González-Mendoza
A survey on the pipeline evolution of facial capture and tracking for digital humans. Multim. Syst. 29 (4) (2023)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation. CoRR (2023)
Joanna Alvarado-Uribe, Ari Yair Barrera-Animas, Miguel González-Mendoza, Ariel Lucien García-Gamboa, Neil Hernández-Gress
Towards a Standardized Evaluation of APIs Non-Functional Requirements Focused on Completeness and Soundness Qualities. Computación y Sistemas (CyS) 27 (4) (2023)
Jorge Francisco Ciprián-Sánchez, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Lucile Rossi
FIRe-GAN: a novel deep learning-based infrared-visible fusion method for wildfire imagery. Neural Comput. Appl. 35 (25) (2023)
David Laines, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Gissella Bejarano
Isolated Sign Language Recognition based on Tree Structure Skeleton Images. CVPR Workshops (2023)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation. MICAI (2) (2023)
Wendy Sánchez, Alicia Martínez, Yasmín Hernández, Hugo Estrada, Miguel González-Mendoza
A predictive model for stress recognition in desk jobs. J. Ambient Intell. Humaniz. Comput. 14 (1) (2023)
Yoanna Martínez-Díaz, Heydi Méndez-Vázquez, Luis S. Luevano, Miguel González-Mendoza
Exploring the Effectiveness of Lightweight Architectures for Face Anti-Spoofing. CVPR Workshops (2023)
Eduardo Guarduño-Martinez, Jorge Francisco Ciprián-Sánchez, Vazquez-Garcia, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Adriana Palacios, Lucile Rossi-Tisson, Gilberto Ochoa-Ruiz
An FPGA Smart Camera Implementation of Segmentation Models for Drone Wildfire Imagery. MICAI (1) (2023)
David Laines, Gissella Bejarano, Miguel González-Mendoza, Gilberto Ochoa-Ruiz
Isolated Sign Language Recognition based on Tree Structure Skeleton Images. CoRR (2023)
Jorge Francisco Ciprián-Sánchez, Vazquez-Garcia, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Adriana Palacios-Rosas, Lucile Rossi-Tisson, Gilberto Ochoa-Ruiz
An FPGA Smart Camera Implementation of Segmentation Models for Drone Wildfire Imagery. Computación y Sistemas (CyS) 27 (4) (2023)
Victor Hernández-Manrique, Miguel González-Mendoza, Carlos Vilchis, Mauricio Mendez-Ruiz, Carmina Pérez-Guerrero
Benchmark Analysis for Backbone Optimization in a Facial Reconstruction Model. MICAI (1) (2023)
Daniel Flores-Araiza, Francisco Lopez-Tiro, Jonathan El Beze, Jacques Hubert, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul
Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations. CoRR (2023)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores. CoRR (2023)
Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Stephan-Otto, Christian Mata
Impact of Loss Function in Deep Learning Methods for Accurate Retinal Vessel Segmentation. MICAI (1) (2022)
Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation. CoRR (2022)
Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata
Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures. CoRR (2022)
Fernando Camarena, Leonardo Chang, Miguel González-Mendoza, Ricardo J. Cuevas-Ascencio
Action recognition by key trajectories. Pattern Anal. Appl. 25 (2) (2022)
Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Daniel Flores-Araiza, Jonathan El Beze, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul
On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification. MICAI (1) (2022)
Carmina Pérez-Guerrero, Jorge Francisco Ciprián-Sánchez, Adriana Palacios, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Vahid Foroughi, Elsa Pastor, Gerardo Rodriguez-Hernandez
Computer Vision-based Characterization of Large-scale Jet Flames using a Synthetic Infrared Image Generation Approach. CoRR (2022)
Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata
Comparison of Automatic Prostate Zones Segmentation Models in MRI Images Using U-net-like Architectures. MICAI (1) (2022)
Fernando Camarena, Leonardo Chang, Miguel González-Mendoza, Ricardo J. Cuevas-Ascencio
Correction to: Action recognition by key trajectories. Pattern Anal. Appl. 25 (2) (2022)
Elias Villalvazo-Avila, Francisco Lopez-Tiro, Jonathan El Beze, Jacques Hubert, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies. CoRR (2022)
Carlos Vilchis, Miguel González-Mendoza, Leonardo Chang, Sergio A. Navarro-Tuch, Gilberto Ochoa Ruiz, Isaac Rudomín
A Study of the Frameworks for Digital Humans: Analyzing Facial Tracking evolution and New Research Directions with AI. VISIGRAPP (2: HUCAPP) (2022)