Etienne Decencière

Documents

Site web

http://cmm.ensmp.fr/~decencie

Présentation

français
anglais

Publications

	A POSTERIORI DEEP LEARNING SEGMENTATION QUALITY ESTIMATION BASED ON PREDICTION ENTROPY José Márcio Martins da Cruz , Mateus Sangalli , Santiago Velasco-Forero , Etienne Decencière , Thérese Baldeweck Image Analysis & Stereology, 2023 Article dans une revue hal-04330303v1
	Apprentissage profond pour les images tridimensionnelles Petr Dokládal , Etienne Decencière Le traitement du signal et ses applications, 2023, ⟨10.51257/a-v1-re186⟩ Article dans une revue hal-04312387v1
	APPLYING DEEP LEARNING TO MELANOCYTE COUNTING ON FLUORESCENT TRP1 LABELLED IMAGES OF IN VITRO SKIN MODEL Tristan Lazard , Samy Blusseau , Santiago Velasco-Forero , Etienne Decencière , Virginie Flouret Image Analysis & Stereology, 2022, 41 (3), pp.171-180. ⟨10.5566/ias.2640⟩ Article dans une revue hal-03838296v1
	In vivo multiphoton multiparametric 3D quantification of human skin aging on forearm and face Ana-Maria Pena , Thérèse Baldeweck , Etienne Decencière , Serge Koudoro , Steeve Victorin Scientific Reports, 2022, 12, pp.14863. ⟨10.1038/s41598-022-18657-z⟩ Article dans une revue hal-03936588v1
	In vivo melanin 3D quantification and z-epidermal distribution by multiphoton FLIM, phasor and Pseudo-FLIM analyses Ana-Maria Pena , Etienne Decencière , Sébastien Brizion , Peggy Sextius , Serge Koudoro Scientific Reports, 2022, 12 (1), pp.1642. ⟨10.1038/s41598-021-03114-0⟩ Article dans une revue hal-04075282v1
	Deep learning identifies morphological patterns of homologous recombination deficiency in luminal breast cancers from whole slide images Tristan Lazard , Guillaume Bataillon , Peter Naylor , Tatiana Popova , François-Clément Bidard Cell Reports Medicine, 2022, 3 (12), pp.100872. ⟨10.1016/j.xcrm.2022.100872⟩ Article dans une revue hal-03936608v1
	Artificial neural network approach for multiphase segmentation of battery electrode nano-CT images Zeliang Su , Etienne Decencière , Tuan-Tu Nguyen , Kaoutar El-Amiry , Vincent de Andrade npj Computational Materials, 2022, 8 (1), pp.30. ⟨10.1038/s41524-022-00709-7⟩ Article dans une revue hal-03595111v1
	A modular U-Net for automated segmentation of X-ray tomography images in composite materials João P C Bertoldo , Etienne Decencière , David Ryckelynck , Henry Proudhon Frontiers in Materials, 2021, 8, pp.761229. ⟨10.21203/rs.3.rs-721240/v1⟩ Article dans une revue hal-03380106v2
	In vivo multiphoton imaging for non‐invasive time course assessment of retinoids effects on human skin Emmanuelle Tancrède‐bohin , Thérèse Baldeweck , Sébastien Brizion , Etienne Decencière , Steeve Victorin Skin Research and Technology, 2020, 26 (6), pp.794-803. ⟨10.1111/srt.12877⟩ Article dans une revue hal-03026369v1
	Fast macula detection and application to retinal image quality assessment Robin Alais , Petr Dokládal , Ali Erginay , Bruno Figliuzzi , Etienne Decencière Biomedical Signal Processing and Control, 2020, 55, pp.101567. ⟨10.1016/j.bspc.2019.101567⟩ Article dans une revue hal-02428814v1
	The Strong Gravitational Lens Finding Challenge R. Benton Metcalf , M. Meneghetti , Camille Avestruz , Fabio Bellagamba , Clécio R. Bom Astronomy and Astrophysics - A&A, 2019, 625, pp.A119. ⟨10.1051/0004-6361/201832797⟩ Article dans une revue hal-01737876v1
	A 2.5d approach to skin wrinkles segmentation Etienne Decencière , Amira Belhedi , Serge Koudoro , Frédéric Flament , Ghislain François Image Analysis & Stereology, 2019, 38 (1), pp.75. ⟨10.5566/ias.1925⟩ Article dans une revue hal-02428880v1
	Watervoxels Pierre Cettour-Janet , Clément Cazorla , Vaïa Machairas , Quentin Delannoy , Nathalie Bednarek Image Processing On Line, 2019, 9, pp.317-328. ⟨10.5201/ipol.2019.250⟩ Article dans une revue hal-02004228v2
	Direct multiphase mesh generation from 3D images using anisotropic mesh adaptation and a redistancing equation Jia-Xin Zhao , Coupez Thierry , Etienne Decencière , Dominique Jeulin , David Cárdenas-Peña Computer Methods in Applied Mechanics and Engineering, 2016, 309, pp.288-306 Article dans une revue hal-01421353v1
	Non-invasive short-term assessment of retinoids effects on human skin in vivo using multiphoton microscopy Emmanuelle Tancrède-Bohin , Thérese Baldeweck , Etienne Decencière , Sébastien Brizion , S Victorin Journal of the European Academy of Dermatology and Venereology, 2015, 29 (4), pp.673-681. ⟨10.1111/jdv.12650⟩ Article dans une revue hal-01273182v1
	Waterpixels Vaïa Machairas , Matthieu Faessel , David Cárdenas-Peña , Théodore Chabardes , Thomas Walter IEEE Transactions on Image Processing, 2015, 24 (11), pp.3707 - 3716. ⟨10.1109/TIP.2015.2451011⟩ Article dans une revue hal-01212760v1
	FEEDBACK ON A PUBLICLY DISTRIBUTED IMAGE DATABASE: THE MESSIDOR DATABASE Etienne Decencière , Xiwei Zhang , Guy Cazuguel , Bruno Laÿ , Béatrice Cochener Image Analysis & Stereology, 2014, pp.231-234. ⟨10.5566/ias.1155⟩ Article dans une revue hal-01082570v1
	Segmentation of elongated objects using attribute profiles and area stability: application to melanocyte segmentation. Andrés Serna , Beatriz Marcotegui , Etienne Decencière , Thérese Baldeweck , Ana-Maria Pena Pattern Recognition Letters, 2014, 10.1016/j.patrec.2014.03.014 Article dans une revue hal-01101643v1
	Exudate detection in color retinal images for mass screening of diabetic retinopathy Xiwei Zhang , Guillaume Thibault , Etienne Decencière , Beatriz Marcotegui , Bruno Laÿ Medical Image Analysis, 2014, 18 (7), pp.1026 - 1043. ⟨10.1016/j.media.2014.05.004⟩ Article dans une revue hal-01082809v1
	Determination of collagen fiber orientation in histological slides using Mueller microscopy and validation by second harmonic generation imaging. Stéphane Bancelin , André Nazac , Bicher Haj Ibrahim , Petr Dokládal , Etienne Decencière Optics Express, 2014, 22 (19), pp.22561-22574. ⟨10.1364/OE.22.022561⟩ Article dans une revue hal-01081692v1
	Fibrillogenesis from nanosurfaces: multiphoton imaging and stereological analysis of collagen 3D self-assembly dynamics Stéphane Bancelin , Etienne Decencière , Vaïa Machairas , Claire Albert , Thibaud Coradin Soft Matter, 2014, pp.6651-6657. ⟨10.1039/c4sm00819g⟩ Article dans une revue hal-01082854v1
	Parsimonious Path Openings and Closings Vincent Morard , Petr Dokládal , Etienne Decencière IEEE Transactions on Image Processing, 2014, 23 (4), pp.1543 - 1555. ⟨10.1109/TIP.2014.2303647⟩ Article dans une revue hal-01082831v1
	Automatic 3D segmentation of multiphoton images: a key step for the quantification of human skin Etienne Decencière , Emmanuelle Tancrède-Bohin , Petr Dokládal , Serge Koudoro , Ana-Maria Pena Skin Research and Technology, 2013, 19 (2), pp.115-124. ⟨10.1111/srt.12019⟩ Article dans une revue hal-00881692v1
	Efficient geodesic attribute thinnings based on the barycentric diameter Vincent Morard , Etienne Decencière , Petr Dokládal Journal of Mathematical Imaging and Vision, 2013, 46 (1), pp.128-142. ⟨10.1007/s10851-012-0374-7⟩ Article dans une revue hal-00834415v1
	TeleOphta: Machine learning and image processing methods for teleophthalmology Etienne Decencière , Guy Cazuguel , Xiwei Zhang , Guillaume Thibault , Jean-Claude Klein Innovation and Research in BioMedical engineering, 2013, 34 (2), pp.196-203 Article dans une revue hal-00881686v1
	Objectivation des modifications cutanées cortico-induites en fonction de l'âge A. M. Pena , T. Bladeweck , N. Parent , M. Carpentier-Chéraud , Etienne Decencière Annales de Dermatologie et de Vénéréologie, 2012, 139 (12), pp.B74-75. ⟨10.1016/j.annder.2012.10.058⟩ Article dans une revue hal-00833797v1
	Objectivation des modifications cutanées liées au vieillissement par une technique d'imagerie non invasive de la peau : la microscopie multiphoton in vivo T. Bladeweck , A. M. Pena , Etienne Decencière , Emmanuelle Tancrède-Bohin Annales de Dermatologie et de Vénéréologie, 2012, 139 (12), pp.B75. ⟨10.1016/j.annder.2012.10.059⟩ Article dans une revue hal-00833790v1
	Imaging and 3D morphological analysis of collagen fibrils Hellen Altendorf , Etienne Decencière , Dominique Jeulin , Paolo de Sa Peixoto , Ariane Deniset-Besseau Journal of Microscopy, 2012, 247 (2), pp.161-175. ⟨10.1111/j.1365-2818.2012.03629.x⟩ Article dans une revue hal-00789405v1
	A Multiple-Instance Learning Framework for Diabetic Retinopathy Screening Gwénolé Quellec , Mathieu Lamard , Michael D Abràmoff , Etienne Decencière , Bruno Lay Medical Image Analysis, 2012, 16 (6), pp.1228-1240. ⟨10.1016/j.media.2012.06.003⟩ Article dans une revue hal-00786539v1
	One-Dimensional Openings, Granulometries and Component Trees in O(1) Per Pixel Vincent Morard , Petr Dokládal , Etienne Decencière IEEE Journal of Selected Topics in Signal Processing, 2012, 6 (7), pp.840-848. ⟨10.1109/JSTSP.2012.2201694⟩ Article dans une revue hal-00879627v1
	Efficient Restoration Of Variable Area Soundtracks Abdelâali Hassaïne , Etienne Decencière , Bernard Besserer Image Analysis & Stereology, 2011, pp.113-119 Article dans une revue hal-00881672v1
	Detection And Correction Of Under-/Overexposed Optical Soundtracks By Coupling Image And Audio Signal Processing Jonathan Taquet , Bernard Besserer , Abdelâali Hassaïne , Etienne Decencière EURASIP Journal on Advances in Signal Processing, 2008, 2008 (16), pp.281486. ⟨10.1155/2008/281486⟩ Article dans une revue hal-00830727v1
	Parametric Optimization Of Periodic Textured Surfaces For Friction Reduction In Combustion Engines Costin Caciu , Etienne Decencière , Dominique Jeulin Tribology Transactions, 2008, 51 (4), pp.533-541. ⟨10.1080/10402000802065337⟩ Article dans une revue hal-00830721v1
	Numerical Analysis Of The Consequences Of Roughness Modifications In 3D Hydrodynamic Contacts Costin Caciu , Etienne Decencière , Dominique Jeulin Tribology Transactions, 2008, 51 (4), pp.483-493. ⟨10.1080/10402000802044340⟩ Article dans une revue hal-00830722v1
	Region Merging Via Graph-Cuts Jean Stawiaski , Etienne Decencière Image Analysis & Stereology, 2008, 27 (1), pp.39-45. ⟨10.5566/ias.v27.p39-45⟩ Article dans une revue hal-00830726v1
	Image filtering using morphological amoebas Romain Lerallut, , Etienne Decencière , Fernand Meyer Image and Vision Computing, 2007, 25 (4), pp.395-404. ⟨10.1016/j.imavis.2006.04.018⟩ Article dans une revue hal-01431825v1

	Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images Mateus Sangalli , Santiago Velasco-Forero , José Márcio Martins da Cruz , Virginie Flouret , Charlène Gayrard 21st IEEE International Symposium on Biomedical Imaging, The IEEE Signal Processing Society and the IEEE Engineering in Medicine and Biology Society, May 2024, Athens, Greece Communication dans un congrès hal-04485439v1
	Neural fields for sparse-view 3D X-ray imaging: preliminary work Romain Vo , Julie Escoda , Caroline Vienne , Adrien Stolidi , Etienne Decencière ORASIS 2023 - journées francophones des jeunes chercheurs en vision par ordinateur, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France Communication dans un congrès hal-04219565v1
	A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico , David Ryckelynck , Laurent Corté , Yannick Tillier , Etienne Decencière International Conference on Computer Vision Workshops (ICCVW) 2023, Oct 2023, Paris, France. pp.4128-4138, ⟨10.1109/ICCVW60793.2023.00446⟩ Communication dans un congrès hal-04309111v1
	EVALUATION AND COMPARISON OF TWO DEEP-LEARNING STRATEGIES FOR ON-LINE X-RAY COMPUTED TOMOGRAPHY Romain Vo , Julie Escoda , Caroline Vienne , Etienne Decencière 49th Annual Review of Progress in Quantitative Nondestructive Evaluation, Jul 2022, San diego (Californie), United States. ⟨10.1115/QNDE2022-98387⟩ Communication dans un congrès hal-03933448v1
	Water-skel Beatriz Marcotegui , Etienne Decencière , Albane Borocco 13th European Congress for Stereology and Image Analysis, 2021, Saint-Etienne, France Communication dans un congrès hal-03536995v1
	On power Jaccard losses for semantic segmentation David Duque-Arias , Santiago Velasco-Forero , Jean-Emmanuel Deschaud , Francois Goulette , Andrés Serna VISAPP 2021 : 16th International Conference on Computer Vision Theory and Applications, Feb 2021, Vienne (on line), Austria Communication dans un congrès hal-03139997v1
	A new color augmentation method for deep learning segmentation of histological images Yang Xiao , Etienne Decencière , Santiago Velasco-Forero , Hélène Burdin , Thomas Bornschlögl 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venise, France Communication dans un congrès hal-02167903v1
	Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms Yutong Yan , Pierre-Henri Conze , Etienne Decencière , Mathieu Lamard , Gwenolé Quellec IEEE International Engineering in Medicine and Biology Conference, Jul 2019, Berlin, Germany. ⟨10.1109/EMBC.2019.8857167⟩ Communication dans un congrès hal-02178409v1
	RetinOpTIC-Automatic Evaluation of Diabetic Retinopathy Bruno Laÿ , Ronan Danno , Gwenolé Quellec , Etienne Decencière , Ali Erginay ARVO, 2019, Vancouver, Canada Communication dans un congrès hal-02428873v1
	Segmenting junction regions without skeletonization using geodesic operators and the max-tree Andrés Serna , Beatriz Marcotegui , Etienne Decencière 14th International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, Jul 2019, Saarbrücken, Germany. ⟨10.1007/978-3-030-20867-7_35⟩ Communication dans un congrès hal-02430543v1
	Dealing with Topological Information within a Fully Convolutional Neural Network Etienne Decencière , Santiago Velasco-Forero , Fu Min , Juanjuan Chen , Hélène Burdin Advanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2018, Poitiers, France Communication dans un congrès hal-01877624v1
	Function Decomposition in Main and Lesser Peaks Robin Alais , Petr Dokládal , Etienne Decencière , Bruno Figliuzzi International Symposium on Mathematical Morphology, May 2017, Fontainebleau, France. ⟨10.1007/978-3-319-57240-6_26⟩ Communication dans un congrès hal-01432417v1
	Deep learning for studies of galaxy morphology D Tuccillo , Marc Huertas-Company , Etienne Decencière , Santiago Velasco-Forero IAU Symposium 325 on Astroinformatics, Oct 2016, Sorrente, Italy. pp.191 - 196, ⟨10.1017/S1743921317000552⟩ Communication dans un congrès hal-01535506v1
	NEW GENERAL FEATURES BASED ON SUPERPIXELS FOR IMAGE SEGMENTATION LEARNING V Machairas , T Baldeweck , T Walter , Etienne Decencière International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic Communication dans un congrès hal-01276132v1
	Comparison of different melanin detection methods based on time-resolved two-photon excited fluorescence Thérese Baldeweck , Etienne Decencière , Serge Koudoro , Peggy Sextius , Ludwig Baux Focus on Microscopy, Mar 2015, Göttingen, Germany Communication dans un congrès hal-01139812v1
	A 3d automatic segmentation method based on mathematical morphology for multiphoton images of melanocyte-keratinocyte coculture skin model Etienne Decencière , Serge Koudoro , Sébastien Brizion , Ana-Maria Pena , Thérèse Baldeweck Focus on Microscopy, Mar 2015, Göttingen, Germany Communication dans un congrès hal-01139810v1
	Spatial Repulsion Between Markers Improves Watershed Performance Vaïa Machairas , Etienne Decencière , Thomas Walter 12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015, May 2015, Reykjavik, Iceland. pp.194-202, ⟨10.1007/978-3-319-18720-4_17⟩ Communication dans un congrès hal-01246692v1
	Waterpixels: Superpixels based on the watershed transformation Vaïa Machairas , Etienne Decencière , Thomas Walter IEEE International Conference On Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025882⟩ Communication dans un congrès hal-01139797v1
	Automatic segmentation of epidermal layers through in vivo skin multiphoton microscopy images Petr Matula , Emmanuelle Tancrède-Bohin , Petr Dokládal , Serge Koudoro , Ana-Maria Pena Focus on Microscopy, Mar 2013, Netherlands. pp.P2-E/08 Communication dans un congrès hal-00879646v1
	Second Harmonic Generation imaging of collagen fibrillogenesis S Bancelin , Carole Aimé , Vaïa Machairas , Etienne Decencière , Claire Albert Lasers and Electro-Optics Europe (CLEO EUROPE/IQEC), Jun 2013, Munich, Germany. pp.1 - 1, ⟨10.1109/CLEOE-IQEC.2013.6801528⟩ Communication dans un congrès hal-01082882v1
	3D Quantification of melanin in human skin in vivo based on multiphoton microscopy, image processing Thérèse Baldeweck , Etienne Decencière , Sébastien Brizion , Serge Koudoro , Emmanuelle Tancrède-Bohin Focus on microscopy, 2013, Netherlands Communication dans un congrès hal-00881671v1
	Time-lapsed SHG imaging of collagen fibrillogenesis, correlation to electronic microscopy Stéphane Bancelin , Carole Aimé , Vaïa Machairas , Etienne Decencière , Claire Albert Focus on microscopy, 2013, Netherlands Communication dans un congrès hal-00881670v1
	Multimedia data mining for automatic diabetic retinopathy screening Gwénolé Quellec , Mathieu Lamard , Béatrice Cochener , Etienne Decencière , Bruno Lay Engineering in Medicine and Biology Society (EMBC), Jul 2013, Osaka, Japan. pp.7144 - 7147, ⟨10.1109/EMBC.2013.6611205⟩ Communication dans un congrès hal-01082869v1
	A General Framework For Detecting Diabetic Retinopathy Lesions In Eye Fundus Images Gwénolé Quellec , Mathieu Lamard , Béatrice Cochener , Christian Roux , Guy Cazuguel 2012 25th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2012, Rome, Italy. pp.1-6 Communication dans un congrès hal-00881663v1
	Imagerie multiphoton de la peau humaine in vivo Thérèse Baldeweck , Emmanuelle Tancrède-Bohin , Petr Dokládal , Serge Koudoro , Vincent Morard Optique et Diagnostic (OPTDIAG), May 2012, Paris, France Communication dans un congrès hal-01251383v1
	In vivo multiphoton microscopy associated to 3D image processing for human skin characterization Thérèse Baldeweck , Emmanuelle Tancrède-Bohin , Petr Dokládal , Serge Koudoro , Vincent Morard SPIE, Feb 2012, United States. ⟨10.1117/12.907410⟩ Communication dans un congrès hal-00879671v1
	Geodesic attributes thinnings and thickenings Vincent Morard , Etienne Decencière , Petr Dokládal 10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.200-211, ⟨10.1007/978-3-642-21569-8_18⟩ Communication dans un congrès hal-00658960v1
	Application of the morphological ultimate opening to the detection of microaneurysms on eye fundus images from a clinical database Xiwei Zhang , Guillaume Thibault , Etienne Decencière 13th International Congress of Stereology (ICS'13), Oct 2011, Pékin, China Communication dans un congrès hal-00881666v1
	Geodesic attributes thinnings and thickenings Vincent Morard , Etienne Decencière , Petr Dokládal International Symposium on Mathematical morphology, 2011, Verbania-Intra, Italy Communication dans un congrès hal-01251388v1
	Region Growing Structuring Elements and New Operators Based on Their Shape Vincent Morard , Etienne Decencière , Petr Dokládal Signal and Image Processing (SIP 2011), Dec 2011, Dallas, United States. pp.Pattern recognition, track 759-018 Communication dans un congrès hal-00834502v1
	Linear openings in arbitrary orientation in O(1) per pixel Vincent Morard , Petr Dokládal , Etienne Decencière 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 2011, Prague, Czech Republic. pp.Article number 5946767, Pages 1457-1460, ⟨10.1109/ICASSP.2011.5946767⟩ Communication dans un congrès hal-00658922v1
	Spatio-Temporal Segmentation For Radiotherapy Planning Jean Stawiaski , Etienne Decencière , François Bidault Progress in Industrial Mathematics at ECMI 2008, 2010, United Kingdom Communication dans un congrès hal-00881675v1
	Restoration of variable density film soundtracks Abdelâali Hassaïne , Etienne Decencière , Bernard Besserer 17th European Signal Processing Conference (EUSIPCO 2009), Aug 2009, Glasgow, United Kingdom. pp.2589-2593 Communication dans un congrès hal-00834503v1
	Interactive Liver Tumor Segmentation Using Graph-cuts and Watershed Jean Stawiaski , Etienne Decencière , François Bidault 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2008), Sep 2008, New York, NY, United States Communication dans un congrès hal-01445751v1
	Restoration of Variable Area Soundtracks E. Brun , Abdelâali Hassaïne , Bernard Besserer , Etienne Decencière 14th IEEE International Conference on Image Processing ICIP, Sep 2007, San Antonio, États-Unis. pp.13-16, ⟨10.1109/ICIP.2007.4379944⟩ Communication dans un congrès hal-00361070v1
	Friction analysis in laser textured surface lubricated contacts Christophe Vincent , Costin Caciu , Guy Monteil , Etienne Decencière , Dominique Jeulin STLE Annual Meeting, May 2007, Philadelphia, United States. CD-ROM pp. 1-4 Communication dans un congrès hal-00331525v1
	Image Filtering Using Morphological Amoebas Romain Lerallut , Etienne Decencière , Fernand Meyer 7th international symposium on mathematical morphology, 2005, Paris, France. ⟨10.1007/1-4020-3443-1_2⟩ Communication dans un congrès hal-01140310v1

	Physics-Informed Deep Learning for the Understanding of Mesostructure Effects on the Mechanical Failure of Reinforced Polymers Guilherme Basso Della Mea , Etienne Decencière , Petr Dokládal , Lucien Laiarinandrasana , Cristian Ovalle Aussois 2023 - Grandes transformations : aujourd'hui.. demain, Jan 2023, Aussois, France Poster de conférence hal-04419857v1
	Efficient estimation of eye fundus color image quality with convolutional neural networks Etienne Decencière , Robin Alais , Petr Dokládal , Bruno Figliuzzi , Ali Erginay Association for Research in Vision and Ophthalmology, 2018, Honolulu, United States Poster de conférence hal-01983006v1
	Spatial normalization of eye fundus images Xiwei Zhang , Etienne Decencière , Guillaume Thibault , Guy Cazuguel , Gwénolé Quellec ISBI 2012: 9th IEEE International Symposium on Biomedical Imaging, May 2012, Barcelone, Spain. IEEE, 2012 Poster de conférence hal-00945417v1

	Multiphoton FLIM in cosmetic clinical research Ana-Maria Pena , Etienne Decencière , Sébastien Brizion , Steeve Victorin , Serge Koudoro Multiphoton Microscopy and Fluorescence Lifetime Imaging: Applications in Biology and Medicine, 2018, ⟨10.1515/9783110429985-021⟩ Chapitre d'ouvrage hal-01808983v1

Etienne Decencière

Présentation

Publications

A POSTERIORI DEEP LEARNING SEGMENTATION QUALITY ESTIMATION BASED ON PREDICTION ENTROPY

Apprentissage profond pour les images tridimensionnelles

APPLYING DEEP LEARNING TO MELANOCYTE COUNTING ON FLUORESCENT TRP1 LABELLED IMAGES OF IN VITRO SKIN MODEL

In vivo multiphoton multiparametric 3D quantification of human skin aging on forearm and face

In vivo melanin 3D quantification and z-epidermal distribution by multiphoton FLIM, phasor and Pseudo-FLIM analyses

Deep learning identifies morphological patterns of homologous recombination deficiency in luminal breast cancers from whole slide images

Artificial neural network approach for multiphase segmentation of battery electrode nano-CT images

A modular U-Net for automated segmentation of X-ray tomography images in composite materials

In vivo multiphoton imaging for non‐invasive time course assessment of retinoids effects on human skin

Fast macula detection and application to retinal image quality assessment

The Strong Gravitational Lens Finding Challenge

A 2.5d approach to skin wrinkles segmentation

Watervoxels

Direct multiphase mesh generation from 3D images using anisotropic mesh adaptation and a redistancing equation

Non-invasive short-term assessment of retinoids effects on human skin in vivo using multiphoton microscopy

Waterpixels

FEEDBACK ON A PUBLICLY DISTRIBUTED IMAGE DATABASE: THE MESSIDOR DATABASE

Segmentation of elongated objects using attribute profiles and area stability: application to melanocyte segmentation.

Exudate detection in color retinal images for mass screening of diabetic retinopathy

Determination of collagen fiber orientation in histological slides using Mueller microscopy and validation by second harmonic generation imaging.

Fibrillogenesis from nanosurfaces: multiphoton imaging and stereological analysis of collagen 3D self-assembly dynamics

Parsimonious Path Openings and Closings

Automatic 3D segmentation of multiphoton images: a key step for the quantification of human skin

Efficient geodesic attribute thinnings based on the barycentric diameter

TeleOphta: Machine learning and image processing methods for teleophthalmology

Objectivation des modifications cutanées cortico-induites en fonction de l'âge

Objectivation des modifications cutanées liées au vieillissement par une technique d'imagerie non invasive de la peau : la microscopie multiphoton in vivo

Imaging and 3D morphological analysis of collagen fibrils

A Multiple-Instance Learning Framework for Diabetic Retinopathy Screening

One-Dimensional Openings, Granulometries and Component Trees in O(1) Per Pixel

Efficient Restoration Of Variable Area Soundtracks

Detection And Correction Of Under-/Overexposed Optical Soundtracks By Coupling Image And Audio Signal Processing

Parametric Optimization Of Periodic Textured Surfaces For Friction Reduction In Combustion Engines

Numerical Analysis Of The Consequences Of Roughness Modifications In 3D Hydrodynamic Contacts

Region Merging Via Graph-Cuts

Image filtering using morphological amoebas

Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images

Neural fields for sparse-view 3D X-ray imaging: preliminary work

A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers

EVALUATION AND COMPARISON OF TWO DEEP-LEARNING STRATEGIES FOR ON-LINE X-RAY COMPUTED TOMOGRAPHY

Water-skel

On power Jaccard losses for semantic segmentation

A new color augmentation method for deep learning segmentation of histological images

Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms

RetinOpTIC-Automatic Evaluation of Diabetic Retinopathy

Segmenting junction regions without skeletonization using geodesic operators and the max-tree

Dealing with Topological Information within a Fully Convolutional Neural Network

Function Decomposition in Main and Lesser Peaks

Deep learning for studies of galaxy morphology

NEW GENERAL FEATURES BASED ON SUPERPIXELS FOR IMAGE SEGMENTATION LEARNING

Comparison of different melanin detection methods based on time-resolved two-photon excited fluorescence

A 3d automatic segmentation method based on mathematical morphology for multiphoton images of melanocyte-keratinocyte coculture skin model

Spatial Repulsion Between Markers Improves Watershed Performance

Waterpixels: Superpixels based on the watershed transformation

Automatic segmentation of epidermal layers through in vivo skin multiphoton microscopy images

Second Harmonic Generation imaging of collagen fibrillogenesis

3D Quantification of melanin in human skin in vivo based on multiphoton microscopy, image processing

Time-lapsed SHG imaging of collagen fibrillogenesis, correlation to electronic microscopy

Multimedia data mining for automatic diabetic retinopathy screening

A General Framework For Detecting Diabetic Retinopathy Lesions In Eye Fundus Images

Imagerie multiphoton de la peau humaine in vivo

In vivo multiphoton microscopy associated to 3D image processing for human skin characterization

Geodesic attributes thinnings and thickenings

Application of the morphological ultimate opening to the detection of microaneurysms on eye fundus images from a clinical database

Geodesic attributes thinnings and thickenings

Region Growing Structuring Elements and New Operators Based on Their Shape

Linear openings in arbitrary orientation in O(1) per pixel

Spatio-Temporal Segmentation For Radiotherapy Planning

Restoration of variable density film soundtracks

Interactive Liver Tumor Segmentation Using Graph-cuts and Watershed

Restoration of Variable Area Soundtracks

Friction analysis in laser textured surface lubricated contacts

Image Filtering Using Morphological Amoebas

Physics-Informed Deep Learning for the Understanding of Mesostructure Effects on the Mechanical Failure of Reinforced Polymers

Efficient estimation of eye fundus color image quality with convolutional neural networks

Spatial normalization of eye fundus images

Multiphoton FLIM in cosmetic clinical research