Appearance-based motion strategies for object detection. - Israel Becerra; Luis M. Valentín-Coronado; Rafael Murrieta-Cid; Jean-Claude Latombe (ICRA, 2014)

Reliable confirmation of an object identity by a mobile robot: A mixed appearance/localization-driven motion approach. - Israel Becerra; Luis M. Valentín-Coronado; Rafael Murrieta-Cid; Jean-Claude Latombe (Int. J. Robotics Res., 2016)

Photovoltaic module segmentation and thermal analysis tool from thermal images. - Luis E. Montañez; Luis M. Valentín-Coronado; Daniela Moctezuma 001; Gerardo Ramon Flores (CoRR, 2020)

Gait Activity Classification on Unbalanced Data from Inertial Sensors Using Shallow and Deep Learning. - Irvin Hussein López-Nava; Luis M. Valentín-Coronado; Matias Garcia-Constantino; Jesús Favela (Sensors, 2020)

Dust Deposition Classification on the Receiver Tube of the Parabolic Trough Collector: A Deep Learning-Based Approach. - Alan Brian Díaz Reyna; Luis M. Valentín-Coronado; Manuel I. Peña-Cruz (MCPR, 2022)

Weed Classification from Natural Corn Field-Multi-Plant Images Based on Shallow and Deep Learning. - Francisco Garibaldi-Márquez; Gerardo Ramon Flores; Diego Alberto Mercado-Ravell; Alfonso Ramirez-Pedraza; Luis M. Valentín-Coronado (Sensors, 2022)

Segmentation and Classification Networks for Corn/Weed Detection Under Excessive Field Variabilities. - Francisco Garibaldi-Márquez; Gerardo Ramon Flores; Luis M. Valentín-Coronado (MCPR, 2023)

Machine-Learning Based Estimation of the Bending Magnitude Sensed by a Fiber Optic Device. - Luis M. Valentín-Coronado; Rodolfo Martínez-Manuel; Jonathan Esquivel-Hernández; Sophie LaRochelle (MCPR, 2023)

Risk Assessment for UAV Autonomous Landing in Urban Environments Using Semantic Segmentation. - Jesús Alejandro Loera-Ponce; Diego Alberto Mercado-Ravell; Israel Becerra; Luis M. Valentín-Coronado (IBERAMIA, 2024)

Front-to-Bird's-Eye-View Transformation for Autonomous Vehicles: A Class Imbalance-Based Approach. - Daniel A. Martinez-Barba; Luis M. Valentín-Coronado; Israel Becerra; Sebastián Salazar-Colores; Carlos A. Paredes-Orta (MCPR, 2024)

Risk Assessment for Autonomous Landing in Urban Environments using Semantic Segmentation. - Jesús Alejandro Loera-Ponce; Diego Alberto Mercado-Ravell; Israel Becerra; Luis M. Valentín-Coronado (CoRR, 2024)

Corn/Weed Plants Detection Under Authentic Fields based on Patching Segmentation and Classification Networks. - Francisco Garibaldi-Márquez; Gerardo Ramon Flores; Luis M. Valentín-Coronado (Computación y Sistemas (CyS), 2024)

Assessing the Impact of Data Augmentation on Photovoltaic Module Faults Detection Using Deep Learning Models. - Luis E. Montañez; Luis M. Valentín-Coronado; Daniela Moctezuma 001; Diego Alberto Mercado-Ravell (Res. Comput. Sci., 2024)

Deep Learning Approaches to Bird's-Eye View Transformation and RGB-Depth Fusion in Autonomous Vehicles. - Daniel A. Martinez-Barba; Luis M. Valentín-Coronado; Israel Becerra; Sebastián Salazar-Colores; Carlos A. Paredes-Orta (Computación y Sistemas (CyS), 2025)

Deep-Learning-based Electrical Fault Detection in Photovoltaic Modules through Aerial Infrared Imaging: Addressing Data Complexity. - Luis E. Montañez; Daniela Moctezuma 001; Luis M. Valentín-Coronado (Computación y Sistemas (CyS), 2025)