A vision-based approach for fall detection using multiple cameras and convolutional neural networks: A case study using the UP-Fall detection dataset R Espinosa, H Ponce, S Gutiérrez, L Martínez-Villaseñor, J Brieva, ... Computers in biology and medicine 115, 103520, 2019 | 120 | 2019 |
Smart mobile LoRa agriculture system based on internet of things S Gutiérrez, I Martínez, J Varona, M Cardona, R Espinosa 2019 IEEE 39th Central America and Panama Convention (CONCAPAN XXXIX), 1-6, 2019 | 46 | 2019 |
Click-event sound detection in automotive industry using machine/deep learning R Espinosa, H Ponce, S Gutiérrez Applied Soft Computing 108, 107465, 2021 | 32 | 2021 |
Application of convolutional neural networks for fall detection using multiple cameras R Espinosa, H Ponce, S Gutiérrez, L Martínez-Villaseñor, J Brieva, ... Challenges and Trends in Multimodal Fall Detection for Healthcare, 97-120, 2020 | 24 | 2020 |
Multimodal database for human activity recognition and fall detection L Martínez-Villaseñor, H Ponce, RA Espinosa-Loera Proceedings 2 (19), 1237, 2018 | 21 | 2018 |
Estimation of low nutrients in tomato crops through the analysis of leaf images using machine learning H Ponce, C Cevallos, R Espinosa, S Gutiérrez Journal of Artificial Intelligence and Technology 1 (2), 131-137, 2021 | 18 | 2021 |
A 3D orthogonal vision-based band-gap prediction using deep learning: A proof of concept R Espinosa, H Ponce, J Ortiz-Medina Computational Materials Science 202, 110967, 2022 | 12 | 2022 |
A novel hybrid endoscopic dataset for evaluating machine learning-based photometric image enhancement models A García-Vega, R Espinosa, G Ochoa-Ruiz, T Bazin, L Falcón-Morales, ... Mexican International Conference on Artificial Intelligence, 267-281, 2022 | 11 | 2022 |
Renewable energy prediction through machine learning algorithms LFJ Alvarez, SR González, AD López, DAH Delgado, R Espinosa, ... 2020 IEEE ANDESCON, 1-6, 2020 | 10 | 2020 |
Multi-scale structural-aware exposure correction for endoscopic imaging A García-Vega, R Espinosa, L Ramírez-Guzmán, T Bazin, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 7 | 2023 |
Design and implementation of a node geolocation system for fire monitoring through LoRaWAN P Luna, S Gutiérrez, R Espinosa 2020 IEEE international autumn meeting on power, electronics and computing …, 2020 | 5 | 2020 |
Deep learning-based image exposure enhancement as a pre-processing for an accurate 3D colon surface reconstruction R Espinosa, CA Garcia-Vega, G Ochoa-Ruiz, D Lamarque, C Daul arXiv preprint arXiv:2304.03171, 2023 | 1 | 2023 |
Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging R Espinosa, A Garcia-Vega, G Ochoa-Ruiz Proceedings of the LatinX in AI at Computer Vision and Pattern Recognition …, 2023 | 1 | 2023 |
Click event sound detection using machine learning in automotive industry R Espinosa, H Ponce, S Gutiérrez, E Hernández Mexican International Conference on Artificial Intelligence, 88-103, 2020 | 1 | 2020 |
Color-aware Exposure Correction for Endoscopic Imaging using a Lightweight Vision Transformer R Espinosa, E Hernández, G Ochoa-Ruiz, C Daul 2024 IEEE 37th International Symposium on Computer-Based Medical Systems …, 2024 | | 2024 |
GYMetricPose: A light-weight angle-based graph adaptation for action quality assessment U Gallardo, F Caro, E Hernández, R Espinosa, G Ochoa-Ruiz 2024 IEEE 37th International Symposium on Computer-Based Medical Systems …, 2024 | | 2024 |
A deep learning-based image pre-processing pipeline for enhanced 3D colon surface reconstruction robust to endoscopic illumination artifacts R Espinosa, J Cerriteño, S Gonzalez-Dominguez, G Ochoa-Ruiz, C Daul 2024 IEEE 37th International Symposium on Computer-Based Medical Systems …, 2024 | | 2024 |
Intelligent Management System for Micro-Grids using Internet-of-Things S Gutiérrez, G Medina, H Ponce, R Espinosa 2021 IEEE Mexican Humanitarian Technology Conference (MHTC), 13-18, 2021 | | 2021 |
An Intelligent Water Consumption Prediction System based on Internet of Things S Gutiérrez, H Ponce, R Espinosa 2020 IEEE International Conference on Engineering Veracruz (ICEV), 1-6, 2020 | | 2020 |