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The following is a list of publications related to Olena and image processing. Note that you also can browse all publications from the lab here.


Contents

Journal Papers

Title Authors Published in Date
tochon.17.tgrs Object tracking by hierarchical decomposition of hyperspectral video sequences: application to chemical gas plume tracking Guillaume Tochon, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Bertozzi IEEE Transactions on Geoscience and Remote Sensing 20 April 2017
xu.16.prl Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection Yongchao Xu, Thierry Geraud, Laurent Najman Pattern Recognition Letters 20 May 2016
xu.16.pami Hierarchical Segmentation Using Tree-Based Shape Spaces Yongchao Xu, Edwin Carlinet, Thierry Geraud, Laurent Najman IEEE Transactions on Pattern Analysis and Machine Intelligence 11 April 2016
fabrizio.16.ijdar TextCatcher: a method to detect curved and challenging text in natural scenes Jonathan Fabrizio, Myriam Robert-Seidowsky, Séverine Dubuisson, Stefania Calarasanu, Raphaël Boissel International Journal on Document Analysis and Recognition 8 April 2016
calarasanu.16.ivc What is a good evaluation protocol for text localization systems? Concerns, arguments, comparisons and solutions Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson Image and Vision Computing 1 February 2016
carlinet.15.itip MToS: A Tree of Shapes for Multivariate Images Edwin Carlinet, Thierry Geraud IEEE Transactions on Image Processing 26 October 2015
xu.15.pami Connected Filtering on Tree-Based Shape-Spaces Yongchao Xu, Thierry Geraud, Laurent Najman IEEE Transactions on Pattern Analysis and Machine Intelligence 5 June 2015
xu.14.itip Tree-Based Morse Regions: A Topological Approach to Local Feature Detection Yongchao Xu, Thierry Geraud, Pascal Monasse, Laurent Najman IEEE Transactions on Image Processing 3 October 2014
carlinet.14.itip A Comparative Review of Component Tree Computation Algorithms Edwin Carlinet, Thierry Geraud IEEE Transactions on Image Processing 16 June 2014
fabrizio.13.paa Text detection in street level image Jonathan Fabrizio, Beatriz Marcotegui, Matthieu Cord Pattern Analysis and Applications 5 November 2013
lazzara.13.ijdar Efficient Multiscale Sauvola's Binarization Guillaume Lazzara, Thierry Geraud International Journal of Document Analysis and Recognition (IJDAR) 25 April 2013
fabrizio.12.spic Motion compensation based on Tangent Distance prediction for video compression Jonathan Fabrizio, Séverine Dubuisson, Dominique Béréziat Signal Processing: Image Communication 9 February 2012
yoruk.06.itip Shape-based hand recognition Erdem Yörük, Ender Konukoglu, Bülent Sankur, Jérôme Darbon IEEE Transactions on Image Processing 1 July 2006
darbon.06.jmiv Image restoration with discrete constrained Total Variation—Part~I: Fast and exact optimization Jérôme Darbon, Marc Sigelle Journal of Mathematical Imaging and Vision 24 March 2006
darbon.06.jmivb Image restoration with discrete constrained Total Variation—Part~II: Levelable functions, convex priors and non-convex case Jérôme Darbon, Marc Sigelle Journal of Mathematical Imaging and Vision 24 March 2006
dehak.05.pami Spatial reasoning with relative incomplete information on relative positioning Reda Dehak, Isabelle Bloch, Henri Maître IEEE Transactions on Pattern Analysis and Machine Intelligence 1 September 2005
geraud.04.jasp Fast road network extraction in satellite images using mathematical morphology and Markov random fields Thierry Geraud, Jean-Baptiste Mouret EURASIP Journal on Applied Signal Processing 5 September 2004

Conference and Workshop Papers

Title Authors Published in Date
xu.17.gretsi Segmentation d'IRM de cerveaux de nouveau-nés en quelques secondes à l'aide d'un réseau de neurones convolutif pseudo-3D et de transfert d'apprentissage Yongchao Xu, Thierry Geraud, Isabelle Bloch Actes du 26e Colloque GRETSI 20 June 2017
xu.17.icip From Neonatal to Adult Brain MR Image Segmentation in a Few Seconds Using 3D-Like Fully Convolutional Network and Transfer Learning Yongchao Xu, Thierry Geraud, Isabelle Bloch Proceedings of the 23rd IEEE International Conference on Image Processing (ICIP) 13 June 2017
boutry.17.dgci Well-Composedness in Alexandrov spaces implies Digital Well-Composedness in Z^n Nicolas Boutry, Laurent Najman, Thierry Geraud Discrete Geometry for Computer Imagery -- Proceedings of the 20th IAPR International Conference on Discrete Geometry for Computer Imagery (DGCI) 13 June 2017
carlinet.17.orasis La pseudo-distance du dahu Edwin Carlinet, Yongchao Xu, Nicolas Boutry, Thierry Geraud Actes d'ORASIS 21 March 2017
geraud.17.ismm Introducing the Dahu Pseudo-Distance Thierry Geraud, Yongchao Xu, Edwin Carlinet, Nicolas Boutry Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 13th International Symposium on Mathematical Morphology (ISMM) 23 February 2017
calarasanu.16.iwrr From text detection to text segmentation: a unified evaluation scheme Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson Proceedings of the 2nd International Workshop on Robust Reading Conference (IWRR-ECCV) 1 October 2016
huynh.16.icpr Morphology-Based Hierarchical Representation with Application to Text Segmentation in Natural Images Yongchao Xu, Thierry Geraud, Lê Duy Hu`ynh Proceedings of the 23st International Conference on Pattern Recognition (ICPR) 13 July 2016
calarasanu.16.visapp Towards the rectification of highly distorted texts Stefania Calarasanu, Séverine Dubuisson, Jonathan Fabrizio Proceedings of the 11th International Conference on Computer Vision Theory and Applications (VISAPP) 1 February 2016
calarasanu.15.icdar Using histogram representation and Earth Mover's Distance as an evaluation tool for text detection Stefania Calarasanu, Jonathan Fabrizio, Séverine Dubuisson Proceedings of the 13th IAPR International Conference on Document Analysis and Recognition (ICDAR) 1 August 2015
carlinet.15.ipta Morphological Object Picking Based on the Color Tree of Shapes Edwin Carlinet, Thierry Geraud Proceedings of 5th International Conference on Image Processing Theory, Tools and Applications (IPTA'15) 29 June 2015
carlinet.15.gretsi Une approche morphologique de segmentation interactive avec l'arbre des formes couleur Edwin Carlinet, Thierry Geraud Actes du 15e Colloque GRETSI 16 June 2015
boutry.15.icip How to Make nD Images Well-Composed Without Interpolation Nicolas Boutry, Thierry Geraud, Laurent Najman Proceedings of the IEEE International Conference on Image Processing (ICIP) 14 May 2015
carlinet.15.ismm A Color Tree of Shapes with Illustrations on FilteringSimplification, and Segmentation Edwin Carlinet, Thierry Geraud Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 12th International Symposium on Mathematical Morphology (ISMM) 7 April 2015
geraud.15.ismm Self-Duality and Digital Topology: Links Between the Morphological Tree of Shapes and Well-Composed Gray-Level Images Thierry Geraud, Edwin Carlinet, Sébastien Crozet Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 12th International Symposium on Mathematical Morphology (ISMM) 7 April 2015
xu.15.ismm Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations Yongchao Xu, Edwin Carlinet, Thierry Geraud, Laurent Najman Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 12th International Symposium on Mathematical Morphology (ISMM) 7 April 2015
boutry.15.ismm How to Make nD Functions Digitally Well-Composed in a Self-Dual Way Nicolas Boutry, Thierry Geraud, Laurent Najman Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 12th International Symposium on Mathematical Morphology (ISMM) 7 April 2015
dubuisson.15.visapp A self-adaptive likelihood function for tracking with particle filter Séverine Dubuisson, Myriam Robert-Seidowsky, Jonathan Fabrizio Proceedings of the 10th International Conference on Computer Vision Theory and Applications (VISAPP) 1 March 2015
robert-seidowsky.15.visapp TextTrail: A Robust Text Tracking Algorithm In Wild Environments Myriam Robert-Seidowsky, Jonathan Fabrizio, Séverine Dubuisson Proceedings of the 10th International Conference on Computer Vision Theory and Applications (VISAPP) 1 March 2015
levillain.14.ciarp Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient Roland Levillain, Thierry Geraud, Laurent Najman, Edwin Carlinet Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications -- Proceedings of the 19th Iberoamerican Congress on Pattern Recognition (CIARP) 10 September 2014
xu.14.rfia Espaces des formes basés sur des arbres : définition et applications en traitement d'images et vision par ordinateur Yongchao Xu, Thierry Geraud, Laurent Najman Actes du 19ème Congrès National sur Reconnaissance des Formes et l'Intelligence Artificielle (RFIA) 1 July 2014
geraud.14.icip A Morphological Method for Music Score Staff Removal Thierry Geraud Proceedings of the 21st International Conference on Image Processing (ICIP) 3 June 2014
boutry.14.dgci On Making nD Images Well-Composed by a Self-Dual Local Interpolation Nicolas Boutry, Thierry Geraud, Laurent Najman Proceedings of the 18th International Conference on Discrete Geometry for Computer Imagery (DGCI) 28 May 2014
crozet.14.icip A First Parallel Algorithm to Compute the Morphological Tree of Shapes of nD Images Sébastien Crozet, Thierry Geraud Proceedings of the 21st International Conference on Image Processing (ICIP) 26 May 2014
fabrizio.14.icip A precise skew estimation algorithm for document images using KNN clustering and Fourier transform Jonathan Fabrizio Proceedings of the 21st International Conference on Image Processing (ICIP) 26 May 2014
carlinet.14.icip Getting a morphological Tree of Shapes for Multivariate Images: Paths, Traps and Pitfalls Edwin Carlinet, Thierry Geraud Proceedings of the 21st International Conference on Image Processing (ICIP) 26 May 2014
xu.14.icip Meaningful disjoint level lines selection Yongchao Xu, Edwin Carlinet, Thierry Geraud, Laurent Najman Proceedings of the 21st International Conference on Image Processing (ICIP) 26 May 2014
carlinet.14.icpr A Morphological Tree of Shapes for Color Images Edwin Carlinet, Thierry Geraud Proceedings of the 22nd International Conference on Pattern Recognition (ICPR) 2 April 2014
lazzara.14.das Planting, Growing and Pruning Trees: Connected Filters Applied to Document Image Analysis Guillaume Lazzara, Thierry Geraud, Roland Levillain Proceedings of the 11th IAPR International Workshop on Document Analysis Systems (DAS) 10 December 2013
xu.13.icip Salient Level Lines Selection Using the Mumford-Shah Functional Yongchao Xu, Thierry Geraud, Laurent Najman Proceedings of the 20th International Conference on Image Processing (ICIP) 27 May 2013
geraud.13.ismm A Quasi-Linear Algorithm to Compute the Tree of Shapes of n-D Images Thierry Geraud, Edwin Carlinet, Sébastien Crozet, Laurent Najman Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 11th International Symposium on Mathematical Morphology (ISMM) 14 March 2013
najman.13.ismm Discrete set-valued continuity and interpolation Laurent Najman, Thierry Geraud Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 11th International Symposium on Mathematical Morphology (ISMM) 14 March 2013
xu.13.ismm Two applications of shape-based morphology: blood vessels segmentation and a generalization of constrained connectivity Yongchao Xu, Thierry Geraud, Laurent Najman Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 11th International Symposium on Mathematical Morphology (ISMM) 14 March 2013
carlinet.13.ismm A comparison of many max-tree computation algorithms Edwin Carlinet, Thierry Geraud Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the 11th International Symposium on Mathematical Morphology (ISMM) 14 March 2013
levillain.12.wadgmm-lncs Writing Reusable Digital Topology Algorithms in a Generic Image Processing Framework Roland Levillain, Thierry Geraud, Laurent Najman WADGMM 2010 8 August 2012
levillain.10.wadgmm Writing Reusable Digital Geometry Algorithms in a Generic Image Processing Framework Roland Levillain, Thierry Geraud, Laurent Najman Proceedings of the Workshop on Applications of Digital Geometry and Mathematical Morphology (WADGMM) 30 July 2012
xu.12.icpr Morphological Filtering in Shape Spaces : Applications using Tree-Based Image Representations Yongchao Xu, Thierry Geraud, Laurent Najman Proceedings of the 21st International Conference on Pattern Recognition (ICPR) 16 June 2012
senta.12.els Generic Image Processing with Climb Laurent Senta, Christopher Chedeau, Didier Verna European Lisp Symposium 1 May 2012
xu.12.icip Context-Based Energy Estimator: Application to Object Segmentation on the Tree of Shapes Yongchao Xu, Thierry Geraud, Laurent Najman Proceedings of the 19th International Conference on Image Processing (ICIP) 17 April 2012
lazzara.11.icdar The SCRIBO Module of the Olena Platform: a Free Software Framework for Document Image Analysis Guillaume Lazzara, Roland Levillain, Thierry Geraud, Yann Jacquelet, Julien Marquegnies, Arthur Crépin-Leblond Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR) 1 June 2011
levillain.11.gretsi Une approche générique du logiciel pour le traitement d'images préservant les performances Roland Levillain, Thierry Geraud, Laurent Najman Proceedings of the 23rd Symposium on Signal and Image Processing (GRETSI) 13 May 2011
minetto.10.icip SnooperText: A Multiresolution System for Text Detection in Complex Visual Scenes Rodrigo Minetto, Nicolas Thome, Matthieu Cord, Jonathan Fabrizio, Beatriz Marcotegui Proceedings of the IEEE International Conference on Image Processing (ICIP) 1 September 2010
levillain.10.icip Why and How to Design a Generic and Efficient Image Processing Framework: The Case of the Milena Library Roland Levillain, Thierry Geraud, Laurent Najman Proceedings of the IEEE International Conference on Image Processing (ICIP) 26 May 2010
levillain.09.ismm Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images Roland Levillain, Thierry Geraud, Laurent Najman Mathematical Morphology and Its Application to Signal and Image Processing -- Proceedings of the Ninth International Symposium on Mathematical Morphology (ISMM) 9 April 2009
geraud.08.mpool Semantics-Driven Genericity: A Sequel to the Static C++ Object-Oriented Programming Paradigm (SCOOP 2) Thierry Geraud, Roland Levillain Proceedings of the 6th International Workshop on Multiparadigm Programming with Object-Oriented Languages (MPOOL) 26 May 2008
darbon.08.iwcia Global Optimization for First Order Markov Random Fields with Submodular Priors Jérôme Darbon Proceedings of the twelfth International Workshop on Combinatorial Image Analysis (IWCIA'08) 3 January 2008
darbon.07.mirage A Note on the Discrete Binary Mumford-Shah Model Jérôme Darbon Proceedings of the international Computer Vision / Computer Graphics Collaboration Techniques and Applications (MIRAGE 2007) 29 December 2006
darbon.07.ei The use of levelable regularization functions for MRF restoration of SAR images Jérôme Darbon, Marc Sigelle, Florence Tupin Proceedings of the 19th Symposium SPIE on Electronic Imaging 30 September 2006
lesage.06.isvc An Efficient Algorithm for Connected Attribute Thinnings and Thickenings David Lesage, Jérôme Darbon, Ceyhun Burak Akgül Proceedings of the second International Conference on Visual Computing 9 August 2006
chekroun.06.iciar On a Polynomial Vector Field Model for Shape Representation Mickael Chekroun, Jérôme Darbon, Igor Ciril Proceedings of the International Conference on Image Analysis and Recognition (ICIAR) 28 April 2006
darbon.06.siam Fast and Exact Discrete Image Restoration Based on Total Variation and on Its Extensions to Levelable Potentials Jérôme Darbon, Marc Sigelle SIAM Conference on Imaging Sciences 22 February 2006
… further results

Oral Presentations

Posters

Students Technical Reports

Title Authors Year
batten.15.seminar Using the Mumford-Shah segmentation for Text Detection in images James Batten 2015
dore.15.seminar Adaptation of the watershed cuts algorithm to cellular complexes Guillaume Doré 2015
escobar.13.seminar High-level Document Structure Analysis in the Olena Scribo Module Christophe Escobar 2013
seure.13.seminar Logotypes detection and other characteristic invariants Anthony Seure 2013
boissel.13.seminar Reduce the resource consumption of a complex image processing chain Raphael Boissel 2013
boissel.13.seminar2 Using a wavelet-based descriptor to extract information on object shape Raphaël Boissel 2013
boissel.12.seminar Text extraction method based on wavelets Raphael Boissel 2012
lobry.12.seminar Improving Horn-Schunck Sylvain Lobry 2012
marquegnies.12.seminar A comparative study of image invariants for text / non-text classification Julien Marquegnies 2012
levi.11.seminar Inverse Video extraction in Scribo Coddy Levi 2011
senta.11.seminar Climb: Weighted Neighborhood Implementation Laurent Senta 2011
lobry.11.seminar Scribo: Disambiguation of lines superimposement Sylvain Lobry 2011
marquegnies.11.seminar Document layout analysis in SCRIBO Julien Marquegnies 2011
carlinet.10.seminar An edge-based attribute filter dedicated to image segmentation Edwin Carlinet 2010
carlinet.11.seminar A fast algorithm for auto-dual trees Edwin Carlinet 2010
chedeau.10.seminar Functionnal approach of image processing genericity Christopher Chedeau 2010
denuziere.10.seminar Property-Based Genericity: A Dynamic Approach Loïc Denuzière 2010
folio.09.seminar Histograms Etienne Folio 2009
abraham.09.seminar Morphology on color images Alexandre Abraham 2009
denuziere.09.seminar CLIMB: A Dynamic Approach To Generic Image Processing Loïc Denuzière 2009
carlinet.09.seminar Component trees in Milena Edwin Carlinet 2009
jardonnet.09.seminar Image reconstruction Ugo Jardonnet 2009
ballas.09.seminar Properties in Milena Nicolas Ballas 2009
folio.08.seminar Distance Transform Etienne Folio 2008
abraham.08.seminar Topological Watershed Alexandre Abraham 2008
garrigues.08.seminar.fllt Fast Level Line Transform Matthieu Garrigues 2008
vigouroux.08.seminar Color types in Milena Caroline Vigouroux 2008
jardonnet.08.seminar Fast Image Registration Ugo Jardonnet 2008
ballas.08.seminar Image taxonomy in Milena Nicolas Ballas 2008
moulard.08.seminar An overview of Scoop, a static object-oriented paradigm Thomas Moulard 2007
jardonnet.07.seminar Canvas in Morphological Algorithms Ugo Jardonnet 2007
moulard.07.seminar C++ container library with the SCOOP paradigm Thomas Moulard 2007
ballas.07.seminar Software engineering in Olena Core Nicolas Ballas 2007
pouillard.06.seminar Dynamization of C++ static libraries Nicolas Pouillard, Damien Thivolle 2006
berger.06.seminar Image taxonomy in Olena Christophe Berger 2006
thivolle.05.seminar Canvas in Olena Damien Thivolle 2005
odou.05.seminar Images taxonomy and modeling Simon Odou 2005
berger.05.seminar Using connected operators to manipulate image components Christophe Berger, Nicolas Widynski 2005