Francisco Javier Lopez-Tiro

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Discrete Wavelet Transform

Magnetic Resonance

Endoscopic Video

Top Venues

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)
Ruben Gonzalez-Perez, Francisco Javier Lopez-Tiro, Iván Reyes-Amezcua, Luis Eduardo Falcón-Morales, Rosa-Maria Rodríguez-Guéant, Jacques Hubert, Michel Daudon, Gilberto Ochoa-Ruiz, Christian Daul
Evaluating the plausibility of synthetic images for improving automated endoscopic stone recognition. CBMS (2024)
Jorge Gonzalez-Zapata, Francisco Javier Lopez-Tiro, Elias Villalvazo-Avila, Daniel Flores-Araiza, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul, Andres Mendez-Vazquez
A metric learning approach for endoscopic kidney stone identification. Expert Syst. Appl. 255 (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)
Jorge Gonzalez-Zapata, Francisco Javier Lopez-Tiro, Elias Villalvazo-Avila, Daniel Flores-Araiza, Jacques Hubert, Andres Mendez-Vazquez, Gilberto Ochoa-Ruiz, Christian Daul
A metric learning approach for endoscopic kidney stone identification. CoRR (2023)
Armando Villegas-Jimenez, Daniel Flores-Araiza, Francisco Javier Lopez-Tiro, Gilberto Ochoa-Ruiz, Christian Daul
Causal Scoring Medical Image Explanations: A Case Study On Ex-vivo Kidney Stone Images. CoRR (2023)
Francisco Javier Lopez-Tiro, Elias Villalvazo-Avila, Juan Pablo Betancur-Rengifo, Iván Reyes-Amezcua, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul
Improving Automatic Endoscopic Stone Recognition Using a Multi-view Fusion Approach Enhanced with Two-Step Transfer Learning. ICCV (Workshops) (2023)
Francisco Javier Lopez-Tiro, Daniel Flores-Araiza, Juan Pablo Betancur-Rengifo, Iván Reyes-Amezcua, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul
Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning. MICAI (2) (2023)
Pedro Esteban Chavarrias-Solano, Carlos Axel Garcia-Vega, Francisco Javier Lopez-Tiro, Gilberto Ochoa-Ruiz, Thomas Bazin, Dominique Lamarque, Christian Daul
Evaluating object detector ensembles for improving the robustness of artifact detection in endoscopic video streams. CoRR (2022)
Francisco Javier Lopez-Tiro, Hayde Peregrina-Barreto, Jose de Jesus Rangel-Magdaleno, Julio Cesar Ramirez-San-Juan
raw speckle images using an energy-based on DWT coefficients. Biomed. Signal Process. Control. 69 (2021)
Francisco Javier Lopez-Tiro, Hayde Peregrina-Barreto, José de Jesus Rangel-Magdaleno, Julio Cesar Ramirez-San-Juan
Localization of blood vessels in in-vitro LSCI images with K-means. I2MTC (2021)
Francisco Javier Lopez-Tiro, Hayde Peregrina-Barreto, Jose de Jesus Rangel-Magdaleno, Julio Cesar Ramirez-San-Juan, Juan Manuel Ramírez-Cortés
Effect of the Exposure Time in Laser Speckle Imaging for Improving Blood Vessels Localization: a Wavelet Approach. I2MTC (2020)
Francisco Javier Lopez-Tiro, Hayde Peregrina-Barreto, José de Jesus Rangel-Magdaleno, Julio Cesar Ramirez-San-Juan
Visualization of in-vitro Blood Vessels in Contrast Images Based on Discrete Wavelet Transform Decomposition. I2MTC (2019)