Christian Daul

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 51

Top Topics

Illumination Invariant

Endoscopic Images

Top Venues

Publications

Ricardo Espinosa, Javier Cerriteño, Saul Gonzalez-Dominguez, Gilberto Ochoa-Ruiz, Christian Daul
A deep learning-based image pre-processing pipeline for enhanced 3D colon surface reconstruction robust to endoscopic illumination artifacts. 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)
Ricardo Espinosa, Eluney Hernández, Gilberto Ochoa-Ruiz, Christian Daul
Color-aware Exposure Correction for Endoscopic Imaging using a Lightweight Vision Transformer. CBMS (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)
Axel Garcia-Vega, Ricardo Espinosa, Luis Ramirez-Guzman, Thomas Bazin, Luis Falcón-Morales, Gilberto Ochoa-Ruiz, Dominique Lamarque, Christian Daul
Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging. ISBI (2023)
Ricardo Espinosa, Carlos Axel Garcia-Vega, Gilberto Ochoa-Ruiz, Dominique Lamarque, Christian Daul
Deep learning-based image exposure enhancement as a pre-processing for an accurate 3D colon surface reconstruction. CoRR (2023)
Francisco Lopez-Tiro, Elias Villalvazo-Avila, Juan Pablo Betancur-Rengifo, Jonathan El Beze, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul
Improving automatic endoscopic stone recognition using a multi-view fusion approach enhanced with two-step transfer learning. CoRR (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)
Daniel Flores-Araiza, Francisco 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. CoRR (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)
Rafael Bayareh Mancilla, Wilfrido Gómez-Flores, Christian Daul, Josefina Gutiérrez-Martínez, Lorenzo Leija Salas, Didier Wolf, Arturo Vera Hernández
Consideration for segmentation based on radiometric data processing, towards the research of quantitative medical thermography. CCE (2022)
Carlos Axel Garcia-Vega, Ricardo Espinosa, Gilberto Ochoa-Ruiz, Thomas Bazin, Luis Falcón-Morales, Dominique Lamarque, Christian Daul
A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-Based Photometric Image Enhancement Models. MICAI (1) (2022)
Axel Garcia-Vega, Ricardo Espinosa, Luis Ramirez-Guzman, Thomas Bazin, Luis Falcón-Morales, Gilberto Ochoa-Ruiz, Dominique Lamarque, Christian Daul
Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging. CoRR (2022)
Omar Zenteno, Dinh Hoan Trinh, Sylvie Treuillet, Yves Lucas, Thomas Bazin, Dominique Lamarque, Christian Daul
Optical biopsy mapping on endoscopic image mosaics with a marker-free probe. Comput. Biol. Medicine 143 (2022)
Sharib Ali, Noha M. Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, Jiangpeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR (2022)
Francisco Lopez-Tiro, Juan Pablo Betancur-Rengifo, Arturo J. Ruiz-Sanchez, Iván Reyes-Amezcua, Jonathan El Beze, Jacques Hubert, Michel Daudon, Gilberto Ochoa-Ruiz, Christian Daul
Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning. CoRR (2022)
Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Daniel Flores-Araiza, Jonathan El Beze, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul
On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification. MICAI (1) (2022)
Daniel Flores-Araiza, Francisco Lopez-Tiro, Elias Villalvazo-Avila, Jonathan El Beze, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul
Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images. CoRR (2022)
Elias Villalvazo-Avila, Francisco Lopez-Tiro, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Jonathan El Beze, Jacques Hubert, Christian Daul
Comparing feature fusion strategies for Deep Learning-based kidney stone identification. CoRR (2022)
Carlos Axel Garcia-Vega, Ricardo Espinosa, Gilberto Ochoa-Ruiz, Thomas Bazin, Luis Eduardo Falcón-Morales, Dominique Lamarque, Christian Daul
A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-based Photometric Image Enhancement Models. CoRR (2022)
Gilberto Ochoa-Ruiz, Vincent Estrade, Francisco Lopez, Daniel Flores-Araiza, Jonathan El Beze, Dinh Hoan Trinh, Miguel González-Mendoza, Pascal Eschwege, Jacques Hubert, Christian Daul
On the in vivo recognition of kidney stones using machine learning. CoRR (2022)
Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Jonathan El Beze, Vincent Estrade, Gilberto Ochoa-Ruiz, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul
On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification. CoRR (2022)
Elias Villalvazo-Avila, Francisco Lopez-Tiro, 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. CoRR (2022)
Rafael Bayareh Mancilla, Christian Daul, Josefina Gutiérrez-Martínez, Lorenzo Leija Salas, Didier Wolf, Arturo Vera Hernández
Temperature prediction based on ANN linear regression with an LWIR sensor for the study of diabetic foot. CCE (2021)
Sharib Ali, Debesh Jha, Noha M. Ghatwary, Stefano Realdon, Renato Cannizzaro, Osama E. Salem, Dominique Lamarque, Christian Daul, Kim V. Anonsen, Michael A. Riegler, Pål Halvorsen, Jens Rittscher, Thomas de Lange, James E. East
PolypGen: A multi-center polyp detection and segmentation dataset for generalisability assessment. CoRR (2021)
Rafael Bayareh Mancilla, Bình Phan Tan, Christian Daul, Josefina Gutiérrez-Martínez, Lorenzo Leija Salas, Didier Wolf, Arturo Vera Hernández
Anatomical 3D Modeling Using IR Sensors and Radiometric Processing Based on Structure from Motion: Towards a Tool for the Diabetic Foot Diagnosis. Sensors 21 (11) (2021)
Francisco Lopez, Andres Varelo, Oscar Hinojosa, Mauricio Mendez, Dinh Hoan Trinh, Yonathan ElBeze, Jacques Hubert, Vincent Estrade, Miguel Gonzalez, Gilberto Ochoa, Christian Daul
Assessing deep learning methods for the identification of kidney stones in endoscopic images. EMBC (2021)
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 70 (2021)
Francisco Lopez, Andres Varela, Oscar Hinojosa, Mauricio Mendez, Dinh Hoan Trinh, Jonathan El Beze, Jacques Hubert, Vincent Estrade, Miguel Gonzalez, Gilberto Ochoa, Christian Daul
Assessing deep learning methods for the identification of kidney stones in endoscopic images. CoRR (2021)
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR (2020)
Sharib Ali, Noha M. Ghatwary, Barbara Braden, Dominique Lamarque, Adam Bailey, Stefano Realdon, Renato Cannizzaro, Jens Rittscher, Christian Daul, James E. East
Endoscopy disease detection challenge 2020. CoRR (2020)
Tan-Binh Phan, Dinh Hoan Trinh, Didier Wolf, Christian Daul
Optical flow-based structure-from-motion for the reconstruction of epithelial surfaces. Pattern Recognit. 105 (2020)
Adriana Martínez, Dinh Hoan Trinh, Jonathan El Beze, Jacques Hubert, Pascal Eschwege, Vincent Estrade, Lina Aguilar, Christian Daul, Gilberto Ochoa
Towards an automated classification method for ureteroscopic kidney stone images using ensemble learning. EMBC (2020)
Rafael Bayareh Mancilla, Christian Daul, Josefina Gutiérrez-Martínez, Arturo Vera Hernández, Didier Wolf, Lorenzo Leija Salas
Detection of Sore-risk Regions on the Foot Sole with Digital Image Processing and Passive Thermography in Diabetic Patients. CCE (2020)
Tan-Binh Phan, Dinh Hoan Trinh, Dominique Lamarque, Didier Wolf, Christian Daul
Dense Optical Flow for the Reconstruction of Weakly Textured and Structured Surfaces: Application to Endoscopy. ICIP (2019)
Dinh Hoan Trinh, Christian Daul
On illumination-invariant variational optical flow for weakly textured scenes. Comput. Vis. Image Underst. 179 (2019)
Sharib Ali, Felix Zhou, Christian Daul, Barbara Braden, Adam Bailey, Stefano Realdon, James E. East, Georges Wagnières, Victor Loschenov, Enrico Grisan, Walter Blondel, Jens Rittscher
Endoscopy artifact detection (EAD 2019) challenge dataset. CoRR (2019)
Dinh Hoan Trinh, Christian Daul, Walter Blondel, Dominique Lamarque
Mosaicing of Images with Few Textures and Strong Illumination Changes: Application to Gastroscopic Scenes. ICIP (2018)
Dinh Hoan Trinh, Walter Blondel, Christian Daul
A general form of illumination-invariant descriptors in variational optical flow estimation. ICIP (2017)
Christoph Blankenburg, Christian Daul, Joachim Ohser
Parameter free torsion estimation of curves in 3D images. ICIP (2016)
Achraf Ben-Hamadou, Christian Daul, Charles Soussen
Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept. CoRR (2016)
Sharib Ali, Christian Daul, Ernest Galbrun, François Guillemin, Walter Blondel
Anisotropic motion estimation on edge preserving Riesz wavelets for robust video mosaicing. Pattern Recognit. 51 (2016)
Khuram Faraz, Walter Blondel, Marine Amouroux, Christian Daul
Towards skin image mosaicing. IPTA (2016)
Sharib Ali, Christian Daul, Ernest Galbrun, Walter Blondel
Illumination invariant optical flow using neighborhood descriptors. Comput. Vis. Image Underst. 145 (2016)
Achraf Ben-Hamadou, Charles Soussen, Walter Blondel, Christian Daul, Didier Wolf
Comparative study of image registration techniques for bladder video-endoscopy. CoRR (2015)
Sharib Ali, Khuram Faraz, Christian Daul, Walter Blondel
Optical flow with structure information for epithelial image mosaicing. EMBC (2015)
Sharib Ali, Christian Daul, Ernest Galbrun, Marine Amouroux, François Guillemin, Walter Blondel
Robust bladder image registration by redefining data-term in total variational approach. Medical Imaging: Image Processing (2015)
Sharib Ali, Christian Daul, Walter Blondel
Robust and accurate optical flow estimation for weak texture and varying illumination conditions: Application to cystoscopy. IPTA (2014)
Sharib Ali, Christian Daul, Thomas Weibel, Walter Blondel
Fast mosaicing of cystoscopic images from dense correspondence: Combined SURF and TV-L1 optical flow method. ICIP (2013)
Achraf Ben-Hamadou, Charles Soussen, Christian Daul, Walter Blondel, Didier Wolf
Flexible calibration of structured-light systems projecting point patterns. Comput. Vis. Image Underst. 117 (10) (2013)
Thomas Weibel, Christian Daul, Didier Wolf, Ronald Rösch
Contrast-enhancing seam detection and blending using graph cuts. ICPR (2012)
Alain Tiedeu, Christian Daul, Aude D. Kentsop, Pierre Graebling, Didier Wolf
Texture-based analysis of clustered microcalcifications detected on mammograms. Digit. Signal Process. 22 (1) (2012)
Thomas Weibel, Christian Daul, Didier Wolf, Ronald Rösch, François Guillemin
Graph based construction of textured large field of view mosaics for bladder cancer diagnosis. Pattern Recognit. 45 (12) (2012)
Thomas Weibel, Christian Daul, Didier Wolf, Ronald Rösch
Planarity-enforcing higher-order graph cut. ICIP (2011)
Achraf Ben-Hamadou, Christian Daul, Charles Soussen, Ahmed Rekik, Walter Blondel
A novel 3D surface construction approach: Application to three-dimensional endoscopic data. ICIP (2010)
Achraf Ben-Hamadou, Charles Soussen, Christian Daul, Walter Blondel, Didier Wolf
Flexible projector calibration for active stereoscopic systems. ICIP (2010)
Thomas Weibel, Christian Daul, Didier Wolf, Ronald Rösch, Achraf Ben-Hamadou
Endoscopic bladder image registration using sparse graph cuts. ICIP (2010)
Christian Daul, Walter Blondel, Achraf Ben-Hamadou, Rosebet Miranda-Luna, Charles Soussen, Didier Wolf, François Guillemin
From 2D towards 3D cartography of hollow organs. CCE (2010)
Yahir Hernandez-Mier, Walter Blondel, Christian Daul, Didier Wolf, François Guillemin
Fast construction of panoramic images for cystoscopic exploration. Comput. Medical Imaging Graph. 34 (7) (2010)
Christian Daul, Juan Manuel Lopez-Hernandez, Didier Wolf, Gilles Karcher, Gérard Ethévenot
3-D multimodal cardiac data superimposition using 2-D image registration and 3-D reconstruction from multiple views. Image Vis. Comput. 27 (6) (2009)
Rosebet Miranda-Luna, Christian Daul, Walter Blondel, Yahir Hernandez-Mier, Didier Wolf, François Guillemin
Mosaicing of Bladder Endoscopic Image Sequences: Distortion Calibration and Registration Algorithm. IEEE Trans. Biomed. Eng. 55 (2) (2008)
Ming Jiang, Alfred K. Louis, Didier Wolf, Hongkai Zhao, Christian Daul, Zhaotian Zhang, Tie Zhou
Mathematics in Biomedical Imaging. Int. J. Biomed. Imaging 2007 (2007)
Ruben Posada, Christian Daul, Didier Wolf, Pierre Aletti
Towards a Noninvasive Intracranial Tumor Irradiation Using 3D Optical Imaging and Multimodal Data Registration. Int. J. Biomed. Imaging 2007 (2007)
Christian Daul, Pierre Graebling, Alain Tiedeu, Didier Wolf
3-D reconstruction of microcalcification clusters using stereo imaging: algorithm and mammographic unit calibration. IEEE Trans. Biomed. Eng. 52 (12) (2005)
Alain Tiedeu, Aude D. Kentsop, Christian Daul, Pierre Graebling, Martin Kom
Automated detection and classification of clusters of microcalcifications in mammograms. SITIS (2005)
Rosebet Miranda-Luna, Walter Blondel, Christian Daul, Yahir Hernandez-Mier, Ruben Posada, Didier Wolf
A simplified method of endoscopic image distortion correction based on grey level registration. ICIP (2004)
Gaelle Valet, Stéphane Sanchez, Juan Manuel Lopez-Hernandez, Christian Daul, Didier Wolf, Gilles Karcher
Towards a new diagnosis aid of cardiovascular diseases using 2d-multimodal data registration and 3d-data superimposition. ICIP (2004)
Ruben Posada, Christian Daul, Didier Wolf, Pierre Aletti, Rosebet Miranda-Luna
Towards a fractioned treatment in conformal radiotherapy using 3d-multimodal data registration. ICIP (2004)
Christian Daul, Ronald Rösch, Bernhard Claus
Building a color classification system for textured and hue homogeneous surfaces: system calibration and algorithm. Mach. Vis. Appl. 12 (3) (2000)
Christian Daul, Pierre Graebling, Ernest Hirsch
From the Hough Transform to a New Approach for the Detection and Approximation of Elliptical Arcs. Comput. Vis. Image Underst. 72 (3) (1998)
Christian Daul, Ronald Rösch, Bernhard Claus, Jürgen Grotepaß, Uwe Knaak, Ralph Föhr
A Fast Image Processing Algorithm for Quality Control of Woven Textiles. DAGM-Symposium (1998)
Bernhard Claus, Christian Daul, Ronald Rösch
Qualität von Holzoberflächen: Farbe und Maserung. DAGM-Symposium (1996)
Cyril Boucher, Christian Daul, Pierre Graebling, Ernest Hirsch
KBED: A Knowledge-Based Edge Detection System DEXA (1995)