Automatic feature determination using unsupervised neural networks. Application to image registration. - Stéphane Le Beux; Guy Cazuguel; Basel Solaiman; Christian Roux (ICNN, 1996)

Derailment-Free Finite State Vector Quantization Using Conditional Histogram. Optimization and Application to Image compression. - Andras Cziho; István Loványi; Basel Solaiman; Guy Cazuguel; Christian Roux (ICIP (3), 1997)

Multitemporal SAR Image Compression. - Grégoire Mercier; Marie-Catherine Mouchot; Guy Cazuguel (ICIP (1), 1998)

An optimization of finite-state vector quantization for image compression. - Andras Cziho; Basel Solaiman; István Loványi; Guy Cazuguel; Christian Roux (Signal Process. Image Commun., 2000)

Éditorial. - Guy Cazuguel; Basel Solaiman (Ann. des Télécommunications, 2003)

Detection of lesions in retina photographs based on the wavelet transform. - Gwenolé Quellec; Mathieu Lamard; Pierre Marie Josselin; Guy Cazuguel; Béatrice Cochener; Christian Roux (EMBC, 2006)

Multimodal medical case retrieval using Bayesian networks and the Dezert-Smarandache theory. - Gwenolé Quellec; Mathieu Lamard; Lynda Bekri; Guy Cazuguel; Christian Roux; Béatrice Cochener (ISBI, 2008)

Optimal Wavelet Transform for the Detection of Microaneurysms in Retina Photographs. - Gwenolé Quellec; Mathieu Lamard; Pierre Marie Josselin; Guy Cazuguel; Béatrice Cochener; Christian Roux (IEEE Trans. Medical Imaging, 2008)

Wavelet optimization for content-based image retrieval in medical databases. - Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Béatrice Cochener; Christian Roux (Medical Image Anal., 2010)

Adaptive Nonseparable Wavelet Transform via Lifting and its Application to Content-Based Image Retrieval. - Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Béatrice Cochener; Christian Roux (IEEE Trans. Image Process., 2010)

Medical case retrieval from a committee of decision trees. - Gwenolé Quellec; Mathieu Lamard; Lynda Bekri; Guy Cazuguel; Christian Roux; Béatrice Cochener (IEEE Trans. Inf. Technol. Biomed., 2010)

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. - Meindert Niemeijer; Bram van Ginneken; Michael J. Cree; Atsushi Mizutani; Gwenolé Quellec; Clara I. Sánchez; Bob Zhang 001; Roberto Hornero; Mathieu Lamard; Chisako Muramatsu; Xiangqian Wu 002; Guy Cazuguel; et al. (IEEE Trans. Medical Imaging, 2010)

Real-time retrieval of similar videos with application to computer-aided retinal surgery. - Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Zakarya Droueche; Christian Roux; Béatrice Cochener (EMBC, 2011)

Case Retrieval in Medical Databases by Fusing Heterogeneous Information. - Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Christian Roux; Béatrice Cochener (IEEE Trans. Medical Imaging, 2011)

Comprehensive wavelet-based image characterization for Content-Based Image Retrieval. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Christian Roux; Guy Cazuguel (CBMI, 2012)

A general framework for detecting diabetic retinopathy lesions in eye fundus images. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Christian Roux; Guy Cazuguel; Etienne Decencière; Bruno Laÿ; Pascale Massin (CBMS, 2012)

Motion-based video retrieval with application to computer-assisted retinal surgery. - Zakarya Droueche; Mathieu Lamard; Guy Cazuguel; Gwenolé Quellec; Christian Roux; Béatrice Cochener (EMBC, 2012)

Studying disagreements among retinal experts through image analysis. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Zakarya Droueche; Bruno Laÿ; Agnès Chabouis; Christian Roux; Guy Cazuguel (EMBC, 2012)

Weakly supervised classification of medical images. - Gwenolé Quellec; Mathieu Laniard; Guy Cazuguel; Michael D. Abràmoff; Béatrice Cochener; Christian Roux (ISBI, 2012)

A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos. - Gwenolé Quellec; Mathieu Lamard; Zakarya Droueche; Béatrice Cochener; Christian Roux; Guy Cazuguel (MCBR-CDS, 2012)

A multiple-instance learning framework for diabetic retinopathy screening. - Gwenolé Quellec; Mathieu Lamard; Michael D. Abràmoff; Etienne Decencière; Bruno Laÿ; Ali Erginay; Béatrice Cochener; Guy Cazuguel (Medical Image Anal., 2012)

Recherche en temps réel de séquences vidéo similaires par le contenu. - Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Zakarya Droueche; Béatrice Cochener; Christian Roux (Traitement du Signal, 2012)

Fast Wavelet-Based Image Characterization for Highly Adaptive Image Retrieval. - Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Béatrice Cochener; Christian Roux (IEEE Trans. Image Process., 2012)

Mass segmentation in mammograms by using Bidimensional Emperical Mode Decomposition BEMD. - Said Jai-Andaloussi; Abderrahim Sekkaki; Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Christian Roux (EMBC, 2013)

Multimedia data mining for automatic diabetic retinopathy screening. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Etienne Decencière; Bruno Laÿ; Agnès Chabouis; Christian Roux; Guy Cazuguel (EMBC, 2013)

Automated surgical step recognition in normalized cataract surgery videos. - Katia Charrière; Gwenolé Quellec; Mathieu Lamard; Gouenou Coatrieux; Béatrice Cochener; Guy Cazuguel (EMBC, 2014)

Normalizing videos of anterior eye segment surgeries. - Gwenolé Quellec; Katia Charrière; Mathieu Lamard; Béatrice Cochener; Guy Cazuguel (EMBC, 2014)

Real-time recognition of surgical tasks in eye surgery videos. - Gwenolé Quellec; Katia Charrière; Mathieu Lamard; Zakarya Droueche; Christian Roux; Béatrice Cochener; Guy Cazuguel (Medical Image Anal., 2014)

Exudate detection in color retinal images for mass screening of diabetic retinopathy. - Xiwei Zhang; Guillaume Thibault; Etienne Decencière; Beatriz Marcotegui; Bruno Laÿ; Ronan Danno; Guy Cazuguel; Gwenolé Quellec; Mathieu Lamard; Pascale Massin; Agnès Chabouis; Zeynep Victor; et al. (Medical Image Anal., 2014)

Real-Time Segmentation and Recognition of Surgical Tasks in Cataract Surgery Videos. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Guy Cazuguel (IEEE Trans. Medical Imaging, 2014)

Multimedia Information Retrieval from Ophthalmic Digital Archives. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Guy Cazuguel (Health Monitoring and Personalized Feedback using Multimedia Data, 2015)

Multiple-instance learning for breast cancer detection in mammograms. - Ruben Sanchez de la Rosa; Mathieu Lamard; Guy Cazuguel; Gouenou Coatrieux; Michel Cozic; Gwenolé Quellec (EMBC, 2015)

Real-Time Task Recognition in Cataract Surgery Videos Using Adaptive Spatiotemporal Polynomials. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Guy Cazuguel (IEEE Trans. Medical Imaging, 2015)

Real-time multilevel sequencing of cataract surgery videos. - Katia Charrière; Gwenolé Quellec; Mathieu Lamard; David Martiano; Guy Cazuguel; Gouenou Coatrieux; Béatrice Cochener (CBMI, 2016)

Mapping the retinas of a patient using a mixed set of fundus photographs from both eyes. - Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Ali Erginay; Béatrice Cochener (EMBC, 2016)

Automatic Detection of Suspicious Lesions in Digital X-ray Mammograms. - Abdelali Elmoufidi; Khalid El Fahssi; Said Jai-Andaloussi; Abderrahim Sekkaki; Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel (UNet, 2016)

Coarse-to-fine Surgical Instrument Detection for Cataract Surgery Monitoring. - Hassan Al Hajj; Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel; Béatrice Cochener (CoRR, 2016)

Automatic detection of referral patients due to retinal pathologies through data mining. - Gwenolé Quellec; Mathieu Lamard; Ali Erginay; Agnès Chabouis; Pascale Massin; Béatrice Cochener; Guy Cazuguel (Medical Image Anal., 2016)

Multiple-Instance Learning for Anomaly Detection in Digital Mammography. - Gwenolé Quellec; Mathieu Lamard; Michel Cozic; Gouenou Coatrieux; Guy Cazuguel (IEEE Trans. Medical Imaging, 2016)

Real-time analysis of cataract surgery videos using statistical models. - Katia Charrière; Gwenolé Quellec; Mathieu Lamard; David Martiano; Guy Cazuguel; Gouenou Coatrieux; Béatrice Cochener (Multim. Tools Appl., 2017)