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Guy Cazuguel

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2010 – 2019

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2017
[j18]
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Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener:
Real-time analysis of cataract surgery videos using statistical models. Multim. Tools Appl. 76(21): 22473-22491 (2017)
2016
[j17]
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Gwenolé Quellec, Mathieu Lamard, Ali Erginay, Agnès Chabouis, Pascale Massin, Béatrice Cochener, Guy Cazuguel:
Automatic detection of referral patients due to retinal pathologies through data mining. Medical Image Anal. 29: 47-64 (2016)
[j16]
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Gwenolé Quellec, Mathieu Lamard, Michel Cozic, Gouenou Coatrieux, Guy Cazuguel:
Multiple-Instance Learning for Anomaly Detection in Digital Mammography. IEEE Trans. Medical Imaging 35(7): 1604-1614 (2016)
[c20]
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Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener:
Real-time multilevel sequencing of cataract surgery videos. CBMI 2016: 1-6
[c19]
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Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Ali Erginay, Béatrice Cochener:
Mapping the retinas of a patient using a mixed set of fundus photographs from both eyes. EMBC 2016: 3239-3242
[c18]
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Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel:
Automatic Detection of Suspicious Lesions in Digital X-ray Mammograms. UNet 2016: 375-385
[i2]
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Hassan Al Hajj, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener:
Coarse-to-fine Surgical Instrument Detection for Cataract Surgery Monitoring. CoRR abs/1609.05619 (2016)
[i1]
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Katia Charrière, Gwenolé Quellec, Mathieu Lamard, David Martiano, Guy Cazuguel, Gouenou Coatrieux, Béatrice Cochener:
Real-time analysis of cataract surgery videos using statistical models. CoRR abs/1610.05465 (2016)
2015
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Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel:
Real-Time Task Recognition in Cataract Surgery Videos Using Adaptive Spatiotemporal Polynomials. IEEE Trans. Medical Imaging 34(4): 877-887 (2015)
[c17]
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Ruben Sanchez de la Rosa, Mathieu Lamard, Guy Cazuguel, Gouenou Coatrieux, Michel Cozic, Gwenolé Quellec:
Multiple-instance learning for breast cancer detection in mammograms. EMBC 2015: 7055-7058
[p1]
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Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel:
Multimedia Information Retrieval from Ophthalmic Digital Archives. Health Monitoring and Personalized Feedback using Multimedia Data 2015: 95-114
2014
[j14]
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Gwenolé Quellec, Katia Charrière, Mathieu Lamard, Zakarya Droueche, Christian Roux, Béatrice Cochener, Guy Cazuguel:
Real-time recognition of surgical tasks in eye surgery videos. Medical Image Anal. 18(3): 579-590 (2014)
[j13]
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Xiwei Zhang, Guillaume Thibault, Etienne Decencière, Beatriz Marcotegui, Bruno Laÿ, Ronan Danno, Guy Cazuguel, Gwenolé Quellec, Mathieu Lamard, Pascale Massin, Agnès Chabouis, Zeynep Victor, Ali Erginay:
Exudate detection in color retinal images for mass screening of diabetic retinopathy. Medical Image Anal. 18(7): 1026-1043 (2014)
[j12]
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Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel:
Real-Time Segmentation and Recognition of Surgical Tasks in Cataract Surgery Videos. IEEE Trans. Medical Imaging 33(12): 2352-2360 (2014)
[c16]
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Gwenolé Quellec, Katia Charrière, Mathieu Lamard, Béatrice Cochener, Guy Cazuguel:
Normalizing videos of anterior eye segment surgeries. EMBC 2014: 122-125
[c15]
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Katia Charrière, Gwenolé Quellec, Mathieu Lamard, Gouenou Coatrieux, Béatrice Cochener, Guy Cazuguel:
Automated surgical step recognition in normalized cataract surgery videos. EMBC 2014: 4647-4650
2013
[c14]
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Said Jai-Andaloussi, Abderrahim Sekkaki, Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Christian Roux:
Mass segmentation in mammograms by using Bidimensional Emperical Mode Decomposition BEMD. EMBC 2013: 5441-5444
[c13]
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Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Etienne Decencière, Bruno Laÿ, Agnès Chabouis, Christian Roux, Guy Cazuguel:
Multimedia data mining for automatic diabetic retinopathy screening. EMBC 2013: 7144-7147
2012
[j11]
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Gwenolé Quellec, Mathieu Lamard, Michael D. Abràmoff, Etienne Decencière, Bruno Laÿ, Ali Erginay, Béatrice Cochener, Guy Cazuguel:
A multiple-instance learning framework for diabetic retinopathy screening. Medical Image Anal. 16(6): 1228-1240 (2012)
[j10]
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Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Zakarya Droueche, Béatrice Cochener, Christian Roux:
Recherche en temps réel de séquences vidéo similaires par le contenu. Traitement du Signal 29(1-2): 83-100 (2012)
[j9]
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Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Fast Wavelet-Based Image Characterization for Highly Adaptive Image Retrieval. IEEE Trans. Image Process. 21(4): 1613-1623 (2012)
[c12]
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Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel:
Comprehensive wavelet-based image characterization for Content-Based Image Retrieval. CBMI 2012: 1-6
[c11]
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Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel, Etienne Decencière, Bruno Laÿ, Pascale Massin:
A general framework for detecting diabetic retinopathy lesions in eye fundus images. CBMS 2012: 1-6
[c10]
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Zakarya Droueche, Mathieu Lamard, Guy Cazuguel, Gwenolé Quellec, Christian Roux, Béatrice Cochener:
Motion-based video retrieval with application to computer-assisted retinal surgery. EMBC 2012: 4962-4965
[c9]
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Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Zakarya Droueche, Bruno Laÿ, Agnès Chabouis, Christian Roux, Guy Cazuguel:
Studying disagreements among retinal experts through image analysis. EMBC 2012: 5959-5962
[c8]
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Gwenolé Quellec, Mathieu Laniard, Guy Cazuguel, Michael D. Abràmoff, Béatrice Cochener, Christian Roux:
Weakly supervised classification of medical images. ISBI 2012: 110-113
[c7]
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Gwenolé Quellec, Mathieu Lamard, Zakarya Droueche, Béatrice Cochener, Christian Roux, Guy Cazuguel:
A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos. MCBR-CDS 2012: 10-20
2011
[j8]
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Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Christian Roux, Béatrice Cochener:
Case Retrieval in Medical Databases by Fusing Heterogeneous Information. IEEE Trans. Medical Imaging 30(1): 108-118 (2011)
[c6]
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Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Zakarya Droueche, Christian Roux, Béatrice Cochener:
Real-time retrieval of similar videos with application to computer-aided retinal surgery. EMBC 2011: 4465-4468
2010
[j7]
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Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Wavelet optimization for content-based image retrieval in medical databases. Medical Image Anal. 14(2): 227-241 (2010)
[j6]
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Gwenolé Quellec, Mathieu Lamard, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Adaptive Nonseparable Wavelet Transform via Lifting and its Application to Content-Based Image Retrieval. IEEE Trans. Image Process. 19(1): 25-35 (2010)
[j5]
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Gwenolé Quellec, Mathieu Lamard, Lynda Bekri, Guy Cazuguel, Christian Roux, Béatrice Cochener:
Medical case retrieval from a committee of decision trees. IEEE Trans. Inf. Technol. Biomed. 14(5): 1227-1235 (2010)
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Meindert Niemeijer, Bram van Ginneken, Michael J. Cree, Atsushi Mizutani, Gwenolé Quellec, Clara I. Sánchez, Bob Zhang, Roberto Hornero, Mathieu Lamard, Chisako Muramatsu, Xiangqian Wu, Guy Cazuguel, Jane You, Agustín Mayo, Qin Li, Yuji Hatanaka, Béatrice Cochener, Christian Roux, Fakhri Karray, María García, Hiroshi Fujita, Michael D. Abràmoff:
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 29(1): 185-195 (2010)

2000 – 2009

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2008
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Gwenolé Quellec, Mathieu Lamard, Pierre Marie Josselin, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Optimal Wavelet Transform for the Detection of Microaneurysms in Retina Photographs. IEEE Trans. Medical Imaging 27(9): 1230-1241 (2008)
[c5]
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Gwenolé Quellec, Mathieu Lamard, Lynda Bekri, Guy Cazuguel, Christian Roux, Béatrice Cochener:
Multimodal medical case retrieval using Bayesian networks and the Dezert-Smarandache theory. ISBI 2008: 245-248
2006
[c4]
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Gwenolé Quellec, Mathieu Lamard, Pierre Marie Josselin, Guy Cazuguel, Béatrice Cochener, Christian Roux:
Detection of lesions in retina photographs based on the wavelet transform. EMBC 2006: 2618-2621
2003
[j2]
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Guy Cazuguel, Basel Solaiman:
Éditorial. Ann. des Télécommunications 58(5-6): 683-686 (2003)
2000
[j1]
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Andras Cziho, Basel Solaiman, István Loványi, Guy Cazuguel, Christian Roux:
An optimization of finite-state vector quantization for image compression. Signal Process. Image Commun. 15(6): 545-558 (2000)

1990 – 1999

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1998
[c3]
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Grégoire Mercier, Marie-Catherine Mouchot, Guy Cazuguel:
Multitemporal SAR Image Compression. ICIP (1) 1998: 760-763
1997
[c2]
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Andras Cziho, István Loványi, Basel Solaiman, Guy Cazuguel, Christian Roux:
Derailment-Free Finite State Vector Quantization Using Conditional Histogram. Optimization and Application to Image compression. ICIP (3) 1997: 706-709
1996
[c1]
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Stéphane Le Beux, Guy Cazuguel, Basel Solaiman, Christian Roux:
Automatic feature determination using unsupervised neural networks. Application to image registration. ICNN 1996: 1406-1409

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