Ricardo Espinosa

13 papers B 3Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — —
Deep learning-based Image exposure correction and depth estimation for 3D cartography in endoscopy. (Correction de l'exposition des images et prédiction de la profondeur à l'aide de l'apprentissage profond pour la cartographie 3D en endoscopie).
Ricardo Espinosa
2025 — conf
Prompt Assisted Enhancement for Correcting Illumination Artifacts in Endoscopic Images.
MICAI (1)
Ricardo Espinosa, Eluney Hernández, Javier Cerriteño Magaña, Gilberto Ochoa, Christian Daul
2024 B conf
A deep learning-based image pre-processing pipeline for enhanced 3D colon surface reconstruction robust to endoscopic illumination artifacts.
CBMS
Ricardo Espinosa, Javier Cerriteño, Saul Gonzalez-Dominguez, Gilberto Ochoa-Ruiz, Christian Daul
2024 B conf
Color-aware Exposure Correction for Endoscopic Imaging using a Lightweight Vision Transformer.
CBMS
Ricardo Espinosa, Eluney Hernández, Gilberto Ochoa-Ruiz, Christian Daul
2024 — conf
EndoDepth: A Benchmark for Assessing Robustness in Endoscopic Depth Prediction.
DEMI@MICCAI
Iván Reyes-Amezcua, Ricardo Espinosa, Christian Daul, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
2024 J jnl
EndoDepth: A Benchmark for Assessing Robustness in Endoscopic Depth Prediction.
CoRR
Iván Reyes-Amezcua, Ricardo Espinosa, Christian Daul, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
2024 B conf
GYMetricPose: A light-weight angle-based graph adaptation for action quality assessment.
CBMS
Ulises Gallardo, Fernando Caro, Eluney Hernández, Ricardo Espinosa, Gilberto Ochoa-Ruiz
2023 J jnl
Deep learning-based image exposure enhancement as a pre-processing for an accurate 3D colon surface reconstruction.
CoRR
Ricardo Espinosa, Carlos Axel Garcia-Vega, Gilberto Ochoa-Ruiz, Dominique Lamarque, Christian Daul
2023 — conf
Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging.
ISBI
Axel Garcia-Vega, Ricardo Espinosa, Luis Ramirez-Guzman, Thomas Bazin, Luis Falcón-Morales, Gilberto Ochoa-Ruiz, Dominique Lamarque, Christian Daul
2022 — conf
A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-Based Photometric Image Enhancement Models.
MICAI (1)
Carlos Axel Garcia-Vega, Ricardo Espinosa, Gilberto Ochoa-Ruiz, Thomas Bazin, Luis Falcón-Morales, Dominique Lamarque, Christian Daul
2022 J jnl
A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-based Photometric Image Enhancement Models.
CoRR
Carlos Axel Garcia-Vega, Ricardo Espinosa, Gilberto Ochoa-Ruiz, Thomas Bazin, Luis Eduardo Falcón-Morales, Dominique Lamarque, Christian Daul
2022 J jnl
Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging.
CoRR
Axel Garcia-Vega, Ricardo Espinosa, Luis Ramirez-Guzman, Thomas Bazin, Luis Falcón-Morales, Gilberto Ochoa-Ruiz, Dominique Lamarque, Christian Daul
2021 J jnl
Click-event sound detection in automotive industry using machine/deep learning.
Appl. Soft Comput.
Ricardo Espinosa, Hiram Ponce, Sebastián Gutiérrez