International books and proceedings

  • [Bouwmans-CRC-2014] Thierry Bouwmans, Fatih Porikli, Benjamin Hörferlin and Antoine Vacavant. Background Modeling and Foreground Detection for Video Surveillance. Chapman and Hall/CRC, ISBN 1482205386, 2014.
  • [Vacavant-CVIU-2014] Antoine Vacavant, Laure Tougne, Lionel Robinault and Thierry Chateau. CVIU, Special Issue on Background Models Comparison. Elsevier , 2014.
  • [Vacavant-BMC-2012] Antoine Vacavant, Laure Tougne, Lionel Robinault and Thierry Chateau. Background Models Challenge, Workshop of ACCV 2012, LNCS 7728. November 2012, Daejeon, Korea.

International book chapters

  • [Vacavant-CRC-2016] Antoine Vacavant, Kevin Bianchi, Guillaume Cerutti, Lucie Cassagnes, Laurent Sarry and Laure Tougne. Model-based Segmentation Algorithms for Myocardial Magnetic Resonance Imaging Sequences. In Biomedical Image Segmentation: Advances and Trends, Ayman El-Baz, Xiaoyi Jiang and Suri Jasjit, Taylor and Francis/CRC, 2016.
  • [Vacavant-CRC-2014] Antoine Vacavant, Laure Tougne, Thierry Chateau and Lionel Robinault. Evaluation of Background Models with Synthetic and Real Data. In Background Modeling and Foreground Detection for Video Surveillance, Thierry Bouwmans, Fatih Porikli, Benjamin Hörferlin and Antoine Vacavant, Chapman and Hall/CRC, 2014.
  • [Coeurjolly-SPRINGER-2012] David Coeurjolly and Antoine Vacavant. Separable Distance Transformation and its Applications. In Digital Geometry Algorithms. Theoretical Foundations and Applications to Computational Imaging, Valentin Brimkov and Reneta Barneva, Springer, 2012.

International journals

  • [Gerard-TCS-2016] Yan Gerard, Antoine Vacavant and Jean-Marie Favreau. Tight Bounds in the Quadtree Complexity Theorem and the Maximal Number of Pixels crossed by a Curve of Given Length. Theoretical Computer Science, 624:41-55, 2016.
  • [GrandBrochier-TIP-2015] Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber and Laure Tougne. Tree Leaves Extraction in Natural Images: Comparative Study of Pre-processing Tools and Segmentation Methods. IEEE Transactions on Image Processing, 24(5):1549--1560, 2015.
  • [Beitone-IRBM-2015] Clément Beitone, Kévin Bianchi, Pierre Bouges, Razvan Stoica, Viateur Tuyisenge, Lucie Cassagnes, Frédéric Chausse, Patrick Clarysse, Guillaume Clerfond, Pierre Croisille, Charles Merlin, Jérôme Pousin, Christophe Tilmant, Antoine Vacavant and Laurent Sarry. Multimodal Quantification and Validation of 3D Regional Myocardial Function. Innovation and Research in BioMedical Engineering, 36(2):70-79, 2015.
  • [Cerutti-PRL-2014] Guillaume Cerutti, Laure Tougne, Didier Coquin and Antoine Vacavant. Leaf Margins as Sequences: a Structural Approach to Leaf Identification. Pattern Recognition Letters, 49: 177--184, 2014.
  • [Sobral-CVIU-2014] Andrews Sobral and Antoine Vacavant. A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos. Computer Vision and Image Understanding, 122:4-21, 2014.

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  • [Cerutti-CVIU-2013] Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant and Didier Coquin. Understanding Leaves in Natural Images - A Model-Based Approach for Tree Species Identification. Computer Vision and Image Understanding, 117(10):1482-1501, 2013.
  • [Vacavant-CVIU-2013] Antoine Vacavant, Tristan Roussillon, Bertrand Kerautret and Jacques-Olivier Lachaud. A Combined Multi-Scale/Irregular Algorithm for the Vectorization of Noisy Digital Contours. Computer Vision and Image Understanding, 117(4):438-450, 2013.
  • [Vacavant-PRL-2011] Antoine Vacavant, David Coeurjolly and Laure Tougne. Separable Algorithms for Distance Transformations on Irregular Grids. Pattern Recognition Letters, 32(9):1356-1364, 2011.
  • [Thome-MVA-2011] Nicolas Thome, Antoine Vacavant, Lionel Robinault and Serge Miguet. A Cognitive and Video-based Approach for Multinational License Plate Recognition. Machine Vision and Applications, 22(2):389-407, 2011.
  • [Vacavant-PR-2010] Antoine Vacavant. Fast Distance Transformation on Two-Dimensional Irregular Grids. Pattern Recognition, 43(10):3348-3358, 2010.
  • [Vacavant-GMOD-2009] Antoine Vacavant, David Coeurjolly and Laure Tougne. A Framework for Dynamic Implicit Curve Approximation by an Irregular Discrete Approach. Graphical Models, 71(3):113-124, 2009.

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International conferences with selection committee

  • [Vacavant-ICPR-2016] Antoine Vacavant. A Novel Definition of Robustness for Image Processing Algorithms . In ICPR 2016, RRPR Workshop. December 2016, Cancun, Mexico, to appear.
  • [Vacavant-CTIC-2016] Antoine Vacavant and Aurélie Leborgne. Robust Computations of Reeb Graphs in 2-D Binary Images. In CTIC 2016, LNCS 9667, 204-215. June 2016, Marseille, France.
  • [Vacavant-IPTA-2015] Antoine Vacavant, Abder-Rahman Ali, Manuel Grand-Brochier, Adélaïde Albouy-Kissi, Jean-Yves Boire, Agaicha Alfidja and Pascal Chabrot. Smoothed Shock Filtered Defuzzification with Zernike Moments for Liver Tumor Extraction in MR Images. In IEEE IPTA 2015. November 2015, Orléans, France.
  • [Ali-ICMET-2015a] Abder-Rahman Ali, Antoine Vacavant, Manuel Grand-Brochier, Adélaïde Albouy-Kissi and Jean-Yves Boire. A Fuzzy Approach to Liver Tumor Segmentation with Zernike Moments. In ICMET 2015. July 2015, Paris, France.
  • [Ali-ICMET-2015b] Abder-Rahman Ali, Adélaïde Albouy-Kissi, Manuel Grand-Brochier, Viviane Ladan-Marcus, Christine Hoeffl, Claude Marcus, Antoine Vacavant and Jean-Yves Boire Liver Lesion Extraction with Fuzzy Thresholding in Contrast Enhanced Ultrasound Images. In ICMET 2015. July 2015, Paris, France.
  • [Gerard-DGCI-2014] Yan Gerard and Antoine Vacavant. About the Maximum Cardinality of the Digital Cover of a Curve with a Given Length. In DGCI 2014. September 2014, Siena, Italy.
  • [Fard-WACV-2014] Hamid Odabai Fard, Quoc-Cuong Pham, Mohamed Chaouch, Antoine Vacavant, Thierry Chateau. Joint Hierarchical Learning for Efficient Multi-class Object Detection. In IEEE WACV 2014. March 2014, Steamboat Springs, Colorado, USA.
  • [Ali-CVWW-2014] Abder-Rahman Ali, Adélaïde Albouy-Kissi, Antoine Vacavant, Manuel Grand-brochier, Jean-Yves Boire. A Novel Fuzzy C-Means Based Defuzzification Approach with an Adapted Minkowski Distance. In CVWW 2014. February 2014, Krtiny, Czech Republic.
  • [GrandBrochier-VISAPP-2014] Manuel Grand-Brochier, Antoine Vacavant, Robin Strand, Guillaume Cerutti and Laure Tougne. About the Impact of Pre-processing Tools on Segmentation Methods, Applied for Tree Leaves Extraction. In VISAPP 2014. January 2014, Lisbon, Portugal.
  • [Fard-VISAPP-2014] Hamid Odabai Fard, Mohamed Chaouch, Quoc-cuong Pham, Antoine Vacavant and Thierry Chateau. Joint Learning for Multi-class Object Detection. In VISAPP 2014. January 2014, Lisbon, Portugal.

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  • [Cerutti-CLEF-2013] Guillaume Cerutti, Laure Tougne, Céline Sacca, Thierry Joliveau, Pierre-Olivier Mazagol, Didier Coquin and Antoine Vacavant. Late Information Fusion for Multi-modality Plant Species Identification. In CLEF 2013. September 2013, Valencia, Spain.
  • [Cerutti-ICIP-2013] Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant and Didier Coquin. A Model-Based Approach for Compound Leaves Understanding and identification. In IEEE ICIP 2013. September 2013, Melbourne, Australia.
  • [GrandBrochier-ICVS-2013] Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Kévin Bianchi and Laure Tougne. Comparative Study of Segmentation Methods for Tree Leaves Extraction. In ACM ICVS 2013, Workshop: VIGTA. July 2013, Saint Petersburg, Russia.
  • [Bianchi-MIUA-2013] Kévin Bianchi, Antoine Vacavant, Robin Strand, Pierre Tervé and Laurent Sarry. Dual B-spline Snake for Interactive Myocardial Segmentation. In MIUA 2013. July 2013, Birmingham, UK.
  • [Toutant-DGCI-2013] Jean-Luc Toutant, Antoine Vacavant and Bertrand Kerautret. Arc Recognition on Irregular Isothetic Grids and its Application to Reconstruction of Noisy Digital Contour. In DGCI 2013, LNCS 7749, 265-276. March 2013, Sevilla, Spain.
  • [Cerutti-VISAPP-2013] Guillaume Cerutti, Laure Tougne, Didier Coquin and Antoine Vacavant. Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification. In VISAPP 2013. February 2013, Barcelona, Spain.
  • [Vacavant-ICPR-2012] Antoine Vacavant, Adélaïde Albouy-Kissi, Pierre-Yves Menguy and Justin Solomon. Fast Smoothed Shock Filtering. In IEEE ICPR 2012. November 2012, Tsukuba, Japan.
  • [Vacavant-ACCV-2012] Antoine Vacavant, Thierry Chateau, Alexis Wilhelm and Laurent Lequièvre. A Benchmark Dataset for Foreground/Background Extraction. In ACCV 2012, Workshop: Background Models Challenge, LNCS 7728, 291-300. November 2012, Daejeon, Korea.
  • [Cerutti-CLEF-2012] Guillaume Cerutti, Violaine Antoine, Laure Tougne, Julien Mille, Didier Coquin and Antoine Vacavant. ReVeS Participation - Tree Species Classification Using Random Forests and Botanical Features. In CLEF 2012. September 2012, Rome, Italy.
  • [Cerutti-ISVC-2011] Guillaume Cerutti, Laure Tougne, Antoine Vacavant and Didier Coquin. A Parametric Active Polygon for Leaf Segmentation and Shape Estimation. In ISVC 2011, LNCS 6938, 202-213. September 2011, Las Vegas, Nevada, USA.
  • [Cerutti-CLEF-2011] Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant and Didier Coquin. Guiding Active Contours for Tree Leaf Segmentation and Identification. In CLEF 2011. September 2011, Amsterdam, The Netherlands.
  • [Vacavant-IWCIA-2011] Antoine Vacavant, Tristan Roussillon and Bertrand Kerautret. Unsupervised Polygonal Reconstruction of Noisy Contours by a Discrete Irregular Approach. In IWCIA 2011, LNCS 6636, 389-409. May 2011, Madrid, Spain.
  • [Vacavant-VISAPP-2011] Antoine Vacavant, Lionel Robinault, Serge Miguet, Chris Poppe and Rik van de Walle. Adaptive Background Subtraction in H.264/AVC Bitstreams Based on Macroblock Sizes. In VISAPP 2011. March 2011, Algarve, Portugal.
  • [Dhome-IPTA-2010] Yoann Dhome, Nicolas Tronson, Antoine Vacavant, Thierry Chateau, Christophe Gabard, Yann Goyat, and Dominique Gruyer. A Benchmark for Background Subtraction Algorithms in Monocular Vision: a Comparative Study. In IPTA 2010. July 2010, Paris, France.
  • [Vacavant-IWCIA-2009] Antoine Vacavant and David Coeurjolly. Medial Axis Extraction on Irregular Isothetic Grids. In IWCIA 2009, RPS Progress in Combinatorial Image Analysis, 207-220. November 2009, Playa del Carmen, Mexico.
  • [Vacavant-DGCI-2009] Antoine Vacavant, David Coeurjolly and Laure Tougne. A Novel Algorithm for Distance Transformation on Irregular Isothetic Grids. In DGCI 2009, LNCS 5810, 469-480. September/October 2009, Montreal, Canada.
  • [Vacavant-DGCI-2008] Antoine Vacavant, David Coeurjolly and Laure Tougne. Distance Transformation on Two-Dimensional Irregular Isothetic Grids. In DGCI 2008, LNCS 4292, 238-249. April 2008, Lyon, France.
  • [Thome-ISVC-2007] Nicolas Thome and Antoine Vacavant. A Combined Statistical-Structural Strategy for Alphanumeric Recognition. In ISVC 2007, LNCS 4842, (2):529-538. November 2007, Lake Tahoe, Nevada, USA.
  • [Vacavant-ISVC-2006] Antoine Vacavant, David Coeurjolly and Laure Tougne. Dynamic Reconstruction of Complex Planar Objects on Irregular Isothetic Grids. In ISVC 2006, LNCS 4292, (2):205-214. November 2006, Lake Tahoe, Nevada, ISA.
  • [Vacavant-DGCI-2006] Antoine Vacavant, David Coeurjolly and Laure Tougne. Topological and Geometrical Reconstruction of Complex Objects on Irregular Isothetic Grids. In DGCI 2006, LNCS 4245, pages 470-481. October 2006, Szeged, Hungary.
  • [Vacavant-ICIP-2005] Antoine Vacavant and Thierry Chateau. Realtime Head and Hands Tracking by Monocular Vision. In IEEE ICIP 2005. September 2005, Genoa, Italy.
  • [Chateau-ISSCS-2005] Thierry Chateau, Antoine Vacavant and Jean-Marc Lavest. Skin Detection and Tracking by Monocular Vision. In ISSCS 2005 . July 2005, Iasi, Romania.

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Abstracts and posters in international conferences

  • [Vacavant-MEDTECH-2016] Antoine Vacavant, Manuel Grand-Brochier, Armand Abergel, Pascal Chabrot, Emmanuel Buc, Faouzi Jaziri, Marie-Ange Lebre, Aurélie Leborgne, Hawa Mohamed Ali. Computer Aided Diagnosis and Treatment of Liver Pathologies. In MEDTECH 2016. November 2016, Strasbourg, France.
  • [Draoua-SPIEMI-2014] Ahmed Draoua, Adélaïde Albouy-Kissi, Antoine Vacavant and Vincent Sauvage. A New Iterative Method for Liver Segmentation from Perfusion CT Scans. In SPIE MI 2014. February 2014, San Diego, California, USA.
  • [Guigues-NSS-2006] Laurent Guigues, David Sarrut, Antoine Vacavant, Nathalie Dufour, Marie-Charlotte Ricol, Etienne Testa, Madjid Boutemeur, Nicolas Freud and Jean-Michel Létang. A Platform for Monte Carlo Simulation of Cancer Therapy with Photon and Light Ions Beams based on the Geant 4 Toolkit. In NSS 2006. October 2006, San Diego, California, USA.

French book

  • [Vacavant-EUE-2010] Antoine Vacavant. Géométrie Discrète sur Grilles Irrégulières Isothétiques : Des Irrégularités dans un Milieu Discret. Éditions Universitaires Européennes, ISBN 978-6131506512, 2010.

French journal

  • [Chateau-TS-2005] Thierry Chateau and Antoine Vacavant. Suivi de Gestes Temps Réel par Traitements d'Images Couleur. Traitement du Signal, numéro spécial Imagerie Couleur, 21(1), 2005.

French conferences with selection committee

  • [Lebre-RITS-2017] Marie-Ange Lebre, Antoine Vacavant, Manuel Grand-Brochier, Armand Abergel and Pascal Chabrot.Segmentation automatique basée modèle et reconstruction 3D du foie. In RITS 2017. March 2017, Lyon, France.
  • [Pavan-RITS-2017] Ana Luiza Menegatti Pavan, Antoine Vacavant and Diana Rodrigues de Pina. Fibroglandular tissue quantification in mammography by optimized Fuzzy C-Means with Variable Compactness. In RITS 2017. March 2017, Lyon, France.
  • [Fard-ORASIS-2013] Hamidreza Odabai Fard, Quoc Cuong Pham, Mohamed Chaouch, Thierry Chateau and Antoine Vacavant. Détection hiérarchique multi-classes d'objets dans les images. In ORASIS 2013. June 2013, Cluny, France.
  • [Bianchi-RITS-2013] Kévin Bianchi, Antoine Vacavant, Pierre Tervé and Laurent Sarry. Dual B-spline Snake for Interactive Myocardial Segmentation. In RITS 2013. April 2013, Bordeaux, France.
  • [Tougne-UBIMOB-2012] Laure Tougne, Guillaume Cerutti, Antoine Vacavant, Julien Mille, Violaine Antoine, Stéphane Bres, Robin Cartal, Didier Coquin, Bernard Etlicher, Stéphane Galichet, Khalid Idrissi, Thierry Joliveau, Pierre-Olivier Mazagol, Serge Miguet, Mihaela Scuturici, Céline Sacca, Lora Suta, Bruno Tellez and Lionel Valet. Projet ReVeS : Reconnaissance de Végétaux pour des interfaces Smartphones. In UBIMOB 2012. June 2012, Anglet, France.

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  • [Vacavant-CORESA-2006] Antoine Vacavant, David Coeurjolly and Laure Tougne. Reconstruction Topologique et Géométrique d'Objets Complexes sur Grilles Isothétiques Irrégulières. In CORESA 2006. November 2006, Caen, France.
  • [Vacavant-ORASIS-2005] Antoine Vacavant and Thierry Chateau. Suivi de la Tête et des Mains en Vision Monoculaire Temps Réel. In ORASIS 2005. May 2005, Clermont-Ferrand, France.

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Lab seminars

  • Antoine Vacavant. Computer aided diagnosis and treatment of liver pathologies. CoSy seminar, CIM. October 2016, Uppsala, Sweden.
  • Antoine Vacavant. A novel definition of robustness for image processing algorithms. CBA. October 2016, Uppsala, Sweden.
  • Antoine Vacavant. About the evaluation of background subtraction algorithms with synthetic and real data. L3I/MIA. May 2014, La Rochelle, France.
  • Antoine Vacavant. Robust image analysis by multi-scale and irregular algorithms. CBA. March 2013, Uppsala, Sweden.
  • Antoine Vacavant. Approches multi-échelle pour la reconnaissance de cercles dans des images bruitées. LORIA. June 2012, Nancy, France.
  • Antoine Vacavant. Analyse de séquences vidéo filmées en extérieur - Géométrie discrète irrégulière pour l'image. RFAI. April 2010, Tours, France.
  • Antoine Vacavant. Géométrie discrète sur grilles irrégulières isothétiques. LIMD. January 2010, Chambéry, France.

Presentations in conferences

  • Laure Tougne and Antoine Vacavant. Retour d'expérience du projet REVES. In ARAMIS 2013. April 2013, Clermont-Ferrand, France.
  • Antoine Vacavant. Machines de Vidéo-Surveillance Intelligente. In Colloque LEEE, "Le corps et le dispositif". April 2011, Clermont-Ferrand, France.
  • Antoine Vacavant. Reconstruction Géométrique et Topologique d'Objets Irréguliers : Algorithmes et Applications. In EJCIM 2010. March 2010, Chambéry, France.
  • Antoine Vacavant. Approximation de Courbes Implicites Grâce à des Outils Discrets Irréguliers. In JIG 2008. June 2008, Dijon, France.
  • Antoine Vacavant. Outils de la Géométrie Discrète pour le Tracé de Courbes Implicites par Arithmétique d'Intervalles. In RAIM 2007. January 2007, Montpellier, France.
  • Antoine Vacavant and David Sarrut. Structuration sur Grilles Isothétiques Irrégulières dans les Simulations de Radiothérapie. In JIG 2005. October 2005, Paris, France.

Technical reports

  • Antoine Vacavant, David Coeurjolly et Laure Tougne. A Novel Algorithm for Distance Transformation on Irregular Isothetic Grids. Report RR-LIRIS-2009-009, 2009.
  • Antoine Vacavant, David Coeurjolly et Laure Tougne. A Framework for Dynamic Implicit Curve Approximation by an Irregular Discrete Approach. Report RR-LIRIS-2007-020, 2007.
  • Antoine Vacavant. Représentation d'Images 3D pour les Simulations d'Interactions Rayonnement Matière en Radiothérapie. Rapport de Master Recherche en Informatique à l'Université Claude Bernard Lyon 1, 2005.