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Antoine Vacavant
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Journal Articles
- 2024
- [j23]Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Antoine Vacavant, Mohamed Hedi Bedoui:
A fast residual attention network for fine-grained unsupervised anomaly detection and localization. Appl. Soft Comput. 165: 112066 (2024) - [j22]Assaad Oussama Zeghina, Aurélie Leborgne, Florence Le Ber, Antoine Vacavant:
Deep learning on spatiotemporal graphs: A systematic review, methodological landscape, and research opportunities. Neurocomputing 594: 127861 (2024) - [j21]Sophie Carneiro Esteves, Antoine Vacavant, Odyssée Merveille:
A plug-and-play framework for curvilinear structure segmentation based on a learned reconnecting regularization. Neurocomputing 599: 128055 (2024) - 2022
- [j20]Jonas Lamy, Thibault Pelletier, Guillaume Lienemann, Benoît Magnin, Bertrand Kerautret, Nicolas Passat, Julien Finet, Antoine Vacavant:
The 3D Slicer RVXLiverSegmentation plug-in for interactive liver anatomy reconstruction from medical images. J. Open Source Softw. 7(73): 3920 (2022) - 2021
- [j19]Rim Messaoudi, Faouzi Jaziri, Achraf Mtibaa, Faïez Gargouri, Antoine Vacavant:
Ontology-Driven Approach for Liver MRI Classification and HCC Detection. Int. J. Pattern Recognit. Artif. Intell. 35(12): 2160007:1-2160007:21 (2021) - [j18]Antoine Vacavant:
Smoothed Shock Filtering: Algorithm and Applications. J. Imaging 7(3): 56 (2021) - 2020
- [j17]Rim Messaoudi, Achraf Mtibaa, Antoine Vacavant, Faïez Gargouri, Faouzi Jaziri:
Ontologies for Liver Diseases Representation: A Systematic Literature Review. J. Digit. Imaging 33(3): 563-573 (2020) - [j16]Nicolas Passat, Camille Kurtz, Antoine Vacavant:
Editorial - Virtual Special Issue: "Hierarchical Representations: New Results and Challenges for Image Analysis". Pattern Recognit. Lett. 138: 201-203 (2020) - 2019
- [j15]Marie-Ange Lèbre, Antoine Vacavant, Manuel Grand-Brochier, Hugo Rositi, Armand Abergel, Pascal Chabrot, Benoît Magnin:
Automatic segmentation methods for liver and hepatic vessels from CT and MRI volumes, applied to the Couinaud scheme. Comput. Biol. Medicine 110: 42-51 (2019) - [j14]Marie-Ange Lèbre, Antoine Vacavant, Manuel Grand-Brochier, Hugo Rositi, Robin Strand, Hubert Rosier, Armand Abergel, Pascal Chabrot, Benoît Magnin:
A robust multi-variability model based liver segmentation algorithm for CT-scan and MRI modalities. Comput. Medical Imaging Graph. 76 (2019) - [j13]Rim Messaoudi, Faouzi Jaziri, Achraf Mtibaa, Manuel Grand-Brochier, Hawa Mohamed Ali, Ali Amouri, Hela Fourati, Pascal Chabrot, Faïez Gargouri, Antoine Vacavant:
Ontology-Based Approach for Liver Cancer Diagnosis and Treatment. J. Digit. Imaging 32(1): 116-130 (2019) - 2018
- [j12]Mariane Barros Neiva, Antoine Vacavant, Odemir Martinez Bruno:
Improving texture extraction and classification using smoothed morphological operators. Digit. Signal Process. 83: 24-34 (2018) - 2016
- [j11]Yan Gérard, Antoine Vacavant, Jean-Marie Favreau:
Tight bounds in the quadtree complexity theorem and the maximal number of pixels crossed by a curve of given length. Theor. Comput. Sci. 624: 41-55 (2016) - 2015
- [j10]Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber, Laure Tougne:
Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods. IEEE Trans. Image Process. 24(5): 1549-1560 (2015) - 2014
- [j9]Antoine Vacavant, Laure Tougne, Lionel Robinault, Thierry Chateau:
Special section on background models comparison. Comput. Vis. Image Underst. 122: 1-3 (2014) - [j8]Andrews Sobral, Antoine Vacavant:
A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos. Comput. Vis. Image Underst. 122: 4-21 (2014) - [j7]Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant:
Leaf margins as sequences: A structural approach to leaf identification. Pattern Recognit. Lett. 49: 177-184 (2014) - 2013
- [j6]Antoine Vacavant, Tristan Roussillon, Bertrand Kerautret, Jacques-Olivier Lachaud:
A combined multi-scale/irregular algorithm for the vectorization of noisy digital contours. Comput. Vis. Image Underst. 117(4): 438-450 (2013) - [j5]Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin:
Understanding leaves in natural images - A model-based approach for tree species identification. Comput. Vis. Image Underst. 117(10): 1482-1501 (2013) - 2011
- [j4]Nicolas Thome, Antoine Vacavant, Lionel Robinault, Serge Miguet:
A cognitive and video-based approach for multinational License Plate Recognition. Mach. Vis. Appl. 22(2): 389-407 (2011) - [j3]Antoine Vacavant, David Coeurjolly, Laure Tougne:
Separable algorithms for distance transformations on irregular grids. Pattern Recognit. Lett. 32(9): 1356-1364 (2011) - 2010
- [j2]Antoine Vacavant:
Fast distance transformation on irregular two-dimensional grids. Pattern Recognit. 43(10): 3348-3358 (2010) - 2009
- [j1]Antoine Vacavant, David Coeurjolly, Laure Tougne:
A framework for dynamic implicit curve approximation by an irregular discrete approach. Graph. Model. 71(3): 113-124 (2009)
Conference and Workshop Papers
- 2024
- [c49]Assaad Oussama Zeghina, Aurélie Leborgne, Florence Le Ber, Antoine Vacavant:
Multi-SPMiner : un framework d'apprentissage profond pour l'extraction de motifs fréquents dans des multi-graphes avec application aux graphes spatio-temporels. EGC 2024: 427-428 - [c48]Guillaume Garret, Antoine Vacavant, Carole Frindel:
Deep Vessel Segmentation Based on a New Combination of Vesselness Filters. ISBI 2024: 1-5 - [c47]Sophie Carneiro Esteves, Antoine Vacavant, Odyssée Merveille:
Restoring Connectivity in Vascular Segmentations Using a Learned Post-processing Model. TGI3@MICCAI 2024: 55-65 - 2023
- [c46]Matheus Alvarez, Diana Rodrigues de Pina, Hugo Rositi, Antoine Vacavant:
Comparison of UNet and DC-UNet models for an efficient segmentation and visualization of rodent hepatic vascular network from X-ray phase contrast imaging. ISBI 2023: 1-5 - [c45]Assaad Oussama Zeghina, Aurélie Leborgne, Florence Le Ber, Antoine Vacavant:
Multi-SPMiner: A Deep Learning Framework for Multi-Graph Frequent Pattern Mining with Application to spatiotemporal Graphs. KES 2023: 1094-1103 - 2022
- [c44]Aurélie Leborgne, Ezriel Steinberg, Laurine Lafontaine, Florence Le Ber, Antoine Vacavant:
Recherche de motifs fréquents dans des graphes spatio-temporels. EGC 2022: 471-472 - 2021
- [c43]Sophie Carneiro Esteves, Antoine Vacavant, Odyssée Merveille:
Learning a reconnecting regularization term for blood vessel variational segmentation. BHI 2021: 1-4 - [c42]Antoine Vacavant, Bertrand Kerautret, Fabien Feschet:
Segment- and Arc-Based Vectorizations by Multi-scale/Irregular Tangential Covering. ISGV 2021: 190-202 - [c41]Faouzi Jaziri, Rim Messaoudi, Achraf Mtibaa, Jonathan Courbon, Mahdi Kilani, Mohamed Mhiri, Antoine Vacavant:
ORVIPO: An Ontological Prototype for Modeling 3D Scenes in Operating Rooms. KES 2021: 1152-1161 - 2020
- [c40]Jonas Lamy, Odyssée Merveille, Bertrand Kerautret, Nicolas Passat, Antoine Vacavant:
Vesselness Filters: A Survey with Benchmarks Applied to Liver Imaging. ICPR 2020: 3528-3535 - [c39]Rim Messaoudi, Faouzi Jaziri, Antoine Vacavant, Achraf Mtibaa, Faïez Gargouri:
A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection. ICPRAI 2020: 635-645 - [c38]Abir Affane, Marie-Ange Lèbre, Utkarsh Mittal, Antoine Vacavant:
Literature Review of Deep Learning Models for Liver Vessels Reconstruction. IPTA 2020: 1-6 - [c37]Noémie Debroux, Guillaume Lienemann, Benoît Magnin, Carole Le Guyader, Antoine Vacavant:
A Time-Dependent Joint Segmentation and Registration Model: Application to Longitudinal Registration of Hepatic DCE-MRI Sequences. IPTA 2020: 1-6 - 2018
- [c36]Rim Messaoudi, Taher Labidi, Antoine Vacavant, Faïez Gargouri, Manuel Grand-Brochier, Ali Amouri, Hela Fourati, Achraf Mtibaa, Faouzi Jaziri:
An Ontological Model for Analyzing Liver Cancer Medical Reports. EMCIS 2018: 369-382 - [c35]Anna Fabijanska, Antoine Vacavant, Marie-Ange Lèbre, Ana Luiza Menegatti Pavan, Diana Rodrigues de Pina, Armand Abergel, Pascal Chabrot, Benoît Magnin:
U-CatcHCC: An Accurate HCC Detector in Hepatic DCE-MRI Sequences Based on an U-Net Framework. ICCVG 2018: 319-328 - [c34]Marie-Ange Lèbre, Antoine Vacavant, Manuel Grand-Brochier, Odyssée Merveille, Pascal Chabrot, Armand Abergel, Benoît Magnin:
Automatic 3-D Skeleton-Based Segmentation of Liver Vessels from MRI and CT for Couinaud Representation. ICIP 2018: 3523-3527 - [c33]Ana Luiza Menegatti Pavan, Antoine Vacavant, Andre Petean Trindade, Caio Cesar Quini, Diana Rodrigues de Pina:
Enhancement of breast periphery region in digital mammography. Medical Imaging: Image Processing 2018: 105742R - [c32]Antoine Vacavant, Marie-Ange Lèbre, Hugo Rositi, Manuel Grand-Brochier, Robin Strand:
New Definition of Quality-Scale Robustness for Image Processing Algorithms, with Generalized Uncertainty Modeling, Applied to Denoising and Segmentation. RRPR 2018: 138-149 - [c31]Ana Luiza Menegatti Pavan, Marwa Benabdallah, Marie-Ange Lèbre, Diana Rodrigues de Pina, Faouzi Jaziri, Antoine Vacavant, Achraf Mtibaa, Hawa Mohamed Ali, Manuel Grand-Brochier, Hugo Rositi, Benoît Magnin, Armand Abergel, Pascal Chabrot:
A parallel framework for HCC detection in DCE-MRI sequences with wavelet-based description and SVM classification. SAC 2018: 14-21 - 2017
- [c30]Antoine Vacavant, Bertrand Kerautret, Tristan Roussillon, Fabien Feschet:
Reconstructions of Noisy Digital Contours with Maximal Primitives Based on Multi-scale/Irregular Geometric Representation and Generalized Linear Programming. DGCI 2017: 291-303 - [c29]Bertrand Kerautret, Phuc Ngo, Yukiko Kenmochi, Antoine Vacavant:
Greyscale Image Vectorization from Geometric Digital Contour Representations. DGCI 2017: 319-331 - [c28]Marie-Ange Lèbre, Khaled Arrouk, Anh-Khoa Võ Van, Aurélie Leborgne, Manuel Grand-Brochier, Pierre Beaurepaire, Antoine Vacavant, Benoît Magnin, Armand Abergel, Pascal Chabrot:
Medical Image Processing and Numerical Simulation for Digital Hepatic Parenchymal Blood Flow. SASHIMI@MICCAI 2017: 99-108 - 2016
- [c27]Antoine Vacavant, Aurélie Leborgne:
Robust Computations of Reeb Graphs in 2-D Binary Images. CTIC 2016: 204-215 - [c26]Antoine Vacavant:
A Novel Definition of Robustness for Image Processing Algorithms. RRPR@ICPR 2016: 75-87 - 2015
- [c25]Antoine Vacavant, Abder-Rahman Ali, Manuel Grand-Brochier, Adelaide Albouy-Kissi, Agaicha Alfidja, Pascal Chabrot, Jean-Yves Boire:
Smoothed shock filtered defuzzification with Zernike moments for liver tumor extraction in MR images. IPTA 2015: 17-22 - 2014
- [c24]Yan Gerard, Antoine Vacavant:
About the Maximum Cardinality of the Digital Cover of a Curve with a Given Length. DGCI 2014: 13-24 - [c23]Hamidreza Odabai Fard, Mohamed Chaouch, Quoc Cuong Pham, Antoine Vacavant, Thierry Chateau:
Joint Learning for Multi-class Object Detection. VISAPP (2) 2014: 104-112 - [c22]Manuel Grand-Brochier, Antoine Vacavant, Robin Strand, Guillaume Cerutti, Laure Tougne:
About the Impact of Pre-processing Tools on Segmentation Methods - Applied for Tree Leaves Extraction. VISAPP (1) 2014: 507-514 - [c21]Hamidreza Odabai Fard, Mohamed Chaouch, Quoc Cuong Pham, Antoine Vacavant, Thierry Chateau:
Joint hierarchical learning for efficient multi-class object detection. WACV 2014: 261-268 - 2013
- [c20]Guillaume Cerutti, Laure Tougne, Céline Sacca, Thierry Joliveau, Pierre-Olivier Mazagol, Didier Coquin, Antoine Vacavant:
Late Information Fusion for Multi-modality Plant Species Identification. CLEF (Working Notes) 2013 - [c19]Jean-Luc Toutant, Antoine Vacavant, Bertrand Kerautret:
Arc Recognition on Irregular Isothetic Grids and Its Application to Reconstruction of Noisy Digital Contours. DGCI 2013: 265-276 - [c18]Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin:
A model-based approach for compound leaves understanding and identification. ICIP 2013: 1471-1475 - [c17]Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Kevin Bianchi, Laure Tougne:
Comparative study of segmentation methods for tree leaves extraction. VIGTA@ICVS 2013: 7:1-7:7 - [c16]Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant:
Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification. VISAPP (1) 2013: 277-284 - 2012
- [c15]Antoine Vacavant, Thierry Chateau, Alexis Wilhelm, Laurent Lequievre:
A Benchmark Dataset for Outdoor Foreground/Background Extraction. ACCV Workshops (1) 2012: 291-300 - [c14]Guillaume Cerutti, Violaine Antoine, Laure Tougne, Julien Mille, Lionel Valet, Didier Coquin, Antoine Vacavant:
ReVeS Participation - Tree Species Classification Using Random Forests and Botanical Features. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c13]Antoine Vacavant, Adelaide Albouy-Kissi, Pierre-Yves Menguy, Justin Solomon:
Fast smoothed shock filtering. ICPR 2012: 182-185 - 2011
- [c12]Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin:
Guiding Active Contours for Tree Leaf Segmentation and Identification. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c11]Guillaume Cerutti, Laure Tougne, Antoine Vacavant, Didier Coquin:
A Parametric Active Polygon for Leaf Segmentation and Shape Estimation. ISVC (1) 2011: 202-213 - [c10]Antoine Vacavant, Tristan Roussillon, Bertrand Kerautret:
Unsupervised Polygonal Reconstruction of Noisy Contours by a Discrete Irregular Approach. IWCIA 2011: 398-409 - [c9]Antoine Vacavant, Lionel Robinault, Serge Miguet, Chris Poppe, Rik Van de Walle:
Adaptive Background Subtraction in H.264/AVC Bitstreams based on Macroblock Sizes. VISAPP 2011: 51-58 - 2010
- [c8]Yoann Dhome, N. Tronson, Antoine Vacavant, Thierry Chateau, Christophe Gabard, Yann Goyat, Dominique Gruyer:
A benchmark for Background Subtraction Algorithms in monocular vision: A comparative study. IPTA 2010: 66-71 - 2009
- [c7]Antoine Vacavant, David Coeurjolly, Laure Tougne:
A Novel Algorithm for Distance Transformation on Irregular Isothetic Grids. DGCI 2009: 469-480 - [c6]Antoine Vacavant, David Coeurjolly:
Medial Axis Extraction on Irregular Isothetic Grids. IWCIA Special Track on Applications 2009: 207-220 - 2008
- [c5]Antoine Vacavant, David Coeurjolly, Laure Tougne:
Distance Transformation on Two-Dimensional Irregular Isothetic Grids. DGCI 2008: 238-249 - 2007
- [c4]Nicolas Thome, Antoine Vacavant:
A Combined Statistical-Structural Strategy for Alphanumeric Recognition. ISVC (2) 2007: 529-538 - 2006
- [c3]Antoine Vacavant, David Coeurjolly, Laure Tougne:
Topological and Geometrical Reconstruction of Complex Objects on Irregular Isothetic Grids. DGCI 2006: 470-481 - [c2]Antoine Vacavant, David Coeurjolly, Laure Tougne:
Dynamic Reconstruction of Complex Planar Objects on Irregular Isothetic Grids. ISVC (2) 2006: 205-214 - 2005
- [c1]Antoine Vacavant, Thierry Chateau:
Realtime head and hands tracking by monocular vision. ICIP (2) 2005: 1302-1305
Editorship
- 2024
- [e2]KC Santosh, Aaisha Makkar, Myra Conway, Ashutosh Kumar Singh, Antoine Vacavant, Anas Abou El Kalam, Mohamed-Rafik Bouguelia, Ravindra S. Hegadi:
Recent Trends in Image Processing and Pattern Recognition - 6th International Conference, RTIP2R 2023, Derby, UK, December 7-8, 2023, Revised Selected Papers, Part I. Communications in Computer and Information Science 2026, Springer 2024, ISBN 978-3-031-53081-4 [contents] - [e1]KC Santosh, Aaisha Makkar, Myra Conway, Ashutosh Kumar Singh, Antoine Vacavant, Anas Abou El Kalam, Mohamed-Rafik Bouguelia, Ravindra S. Hegadi:
Recent Trends in Image Processing and Pattern Recognition - 6th International Conference, RTIP2R 2023, Derby, UK, December 7-8, 2023, Revised Selected Papers, Part II. Communications in Computer and Information Science 2027, Springer 2024, ISBN 978-3-031-53084-5 [contents]
Informal and Other Publications
- 2024
- [i4]Guillaume Garret, Antoine Vacavant, Carole Frindel:
Deep vessel segmentation based on a new combination of vesselness filters. CoRR abs/2402.14509 (2024) - 2023
- [i3]Caroline Pacheco do Espírito Silva, Andrews Cordolino Sobral, Antoine Vacavant, Thierry Bouwmans, José A. M. Felippe De Souza:
Discovering Local Binary Pattern Equation for Foreground Object Removal in Videos. CoRR abs/2308.06305 (2023) - 2021
- [i2]Caroline Pacheco do Espírito Silva, José A. M. Felippe De Souza, Antoine Vacavant, Thierry Bouwmans, Andrews Cordolino Sobral:
Automated Mathematical Equation Structure Discovery for Visual Analysis. CoRR abs/2104.08633 (2021) - [i1]Antoine Vacavant, Bertrand Kerautret, Fabien Feschet:
Robust reconstructions by multi-scale/irregular tangential covering. CoRR abs/2111.05688 (2021)
Coauthor Index
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