Ricardo Espinosa

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

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).
PhD thesis, 2025

Prompt Assisted Enhancement for Correcting Illumination Artifacts in Endoscopic Images.
Proceedings of the Advances in Soft Computing, 2025

2024
EndoDepth: A Benchmark for Assessing Robustness in Endoscopic Depth Prediction.
Proceedings of the Data Engineering in Medical Imaging - Second MICCAI Workshop, 2024

GYMetricPose: A light-weight angle-based graph adaptation for action quality assessment.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

Color-aware Exposure Correction for Endoscopic Imaging using a Lightweight Vision Transformer.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

A deep learning-based image pre-processing pipeline for enhanced 3D colon surface reconstruction robust to endoscopic illumination artifacts.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023
Deep learning-based image exposure enhancement as a pre-processing for an accurate 3D colon surface reconstruction.
CoRR, 2023

Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-Based Photometric Image Enhancement Models.
Proceedings of the Advances in Computational Intelligence, 2022

2021
Click-event sound detection in automotive industry using machine/deep learning.
Appl. Soft Comput., 2021


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