Antoine Vacavant

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 38

Top Topics

Top Venues

Publications

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 (2024)
Sophie Carneiro Esteves, Antoine Vacavant, Odyssée Merveille
A plug-and-play framework for curvilinear structure segmentation based on a learned reconnecting regularization. Neurocomputing 599 (2024)
Guillaume Garret, Antoine Vacavant, Carole Frindel
Deep vessel segmentation based on a new combination of vesselness filters. CoRR (2024)
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 (2024)
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 (2023)
Assaad 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)
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)
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) (2022)
Aurélie Leborgne, Ezriel Steinberg, Laurine Lafontaine, Florence Le Ber, Antoine Vacavant
Recherche de motifs fréquents dans des graphes spatio-temporels. EGC (2022)
Antoine Vacavant, Bertrand Kerautret, Fabien Feschet
Robust reconstructions by multi-scale/irregular tangential covering. CoRR (2021)
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) (2021)
Antoine Vacavant
Smoothed Shock Filtering: Algorithm and Applications. J. Imaging 7 (3) (2021)
Sophie Carneiro Esteves, Antoine Vacavant, Odyssée Merveille
Learning a reconnecting regularization term for blood vessel variational segmentation. BHI (2021)
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)
Antoine Vacavant, Bertrand Kerautret, Fabien Feschet
Segment- and Arc-Based Vectorizations by Multi-scale/Irregular Tangential Covering. ISGV (2021)
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 (2021)
Jonas Lamy, Odyssée Merveille, Bertrand Kerautret, Nicolas Passat, Antoine Vacavant
Vesselness Filters: A Survey with Benchmarks Applied to Liver Imaging. ICPR (2020)
Rim Messaoudi, Achraf Mtibaa, Antoine Vacavant, Faïez Gargouri, Faouzi Jaziri
Ontologies for Liver Diseases Representation: A Systematic Literature Review. J. Digit. Imaging 33 (3) (2020)
Rim Messaoudi, Faouzi Jaziri, Antoine Vacavant, Achraf Mtibaa, Faïez Gargouri
A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection. ICPRAI (2020)
Abir Affane, Marie-Ange Lèbre, Utkarsh Mittal, Antoine Vacavant
Literature Review of Deep Learning Models for Liver Vessels Reconstruction. IPTA (2020)
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)
Nicolas Passat, Camille Kurtz, Antoine Vacavant
Editorial - Virtual Special Issue: "Hierarchical Representations: New Results and Challenges for Image Analysis". Pattern Recognit. Lett. 138 (2020)
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) (2019)
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)
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 (2019)
Mariane Barros Neiva, Antoine Vacavant, Odemir Martinez Bruno
Improving texture extraction and classification using smoothed morphological operators. Digit. Signal Process. 83 (2018)
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)
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)
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)
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)
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)
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)
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)
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)
Bertrand Kerautret, Phuc Ngo, Yukiko Kenmochi, Antoine Vacavant
Greyscale Image Vectorization from Geometric Digital Contour Representations. DGCI (2017)
Antoine Vacavant
A Novel Definition of Robustness for Image Processing Algorithms. RRPR@ICPR (2016)
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 (2016)
Antoine Vacavant, Aurélie Leborgne
Robust Computations of Reeb Graphs in 2-D Binary Images. CTIC (2016)
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)
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) (2015)
Andrews Sobral, Antoine Vacavant
A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos. Comput. Vis. Image Underst. 122 (2014)
Antoine Vacavant, Laure Tougne, Lionel Robinault, Thierry Chateau
Special section on background models comparison. Comput. Vis. Image Underst. 122 (2014)
Yan Gerard, Antoine Vacavant
About the Maximum Cardinality of the Digital Cover of a Curve with a Given Length. DGCI (2014)
Hamidreza Odabai Fard, Mohamed Chaouch, Quoc Cuong Pham, Antoine Vacavant, Thierry Chateau
Joint Learning for Multi-class Object Detection. VISAPP (2) (2014)
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)
Hamidreza Odabai Fard, Mohamed Chaouch, Quoc Cuong Pham, Antoine Vacavant, Thierry Chateau
Joint hierarchical learning for efficient multi-class object detection. WACV (2014)
Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant
Leaf margins as sequences: A structural approach to leaf identification. Pattern Recognit. Lett. 49 (2014)
Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin
A model-based approach for compound leaves understanding and identification. ICIP (2013)
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)
Jean-Luc Toutant, Antoine Vacavant, Bertrand Kerautret
Arc Recognition on Irregular Isothetic Grids and Its Application to Reconstruction of Noisy Digital Contours. DGCI (2013)
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) (2013)
Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Kevin Bianchi, Laure Tougne
Comparative study of segmentation methods for tree leaves extraction. VIGTA@ICVS (2013)
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) (2013)
Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant
Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification. VISAPP (1) (2013)
Antoine Vacavant, Thierry Chateau, Alexis Wilhelm, Laurent Lequievre
A Benchmark Dataset for Outdoor Foreground/Background Extraction. ACCV Workshops (1) (2012)
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)
Antoine Vacavant, Adelaide Albouy-Kissi, Pierre-Yves Menguy, Justin Solomon
Fast smoothed shock filtering. ICPR (2012)
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)
Guillaume Cerutti, Laure Tougne, Antoine Vacavant, Didier Coquin
A Parametric Active Polygon for Leaf Segmentation and Shape Estimation. ISVC (1) (2011)
Nicolas Thome, Antoine Vacavant, Lionel Robinault, Serge Miguet
A cognitive and video-based approach for multinational License Plate Recognition. Mach. Vis. Appl. 22 (2) (2011)
Antoine Vacavant, David Coeurjolly, Laure Tougne
Separable algorithms for distance transformations on irregular grids. Pattern Recognit. Lett. 32 (9) (2011)
Antoine Vacavant, Tristan Roussillon, Bertrand Kerautret
Unsupervised Polygonal Reconstruction of Noisy Contours by a Discrete Irregular Approach. IWCIA (2011)
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)
Antoine Vacavant
Fast distance transformation on irregular two-dimensional grids. Pattern Recognit. 43 (10) (2010)
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)
Antoine Vacavant, David Coeurjolly
Medial Axis Extraction on Irregular Isothetic Grids. IWCIA Special Track on Applications (2009)
Antoine Vacavant, David Coeurjolly, Laure Tougne
A Novel Algorithm for Distance Transformation on Irregular Isothetic Grids. DGCI (2009)
Antoine Vacavant, David Coeurjolly, Laure Tougne
A framework for dynamic implicit curve approximation by an irregular discrete approach. Graph. Model. 71 (3) (2009)
Antoine Vacavant, David Coeurjolly, Laure Tougne
Distance Transformation on Two-Dimensional Irregular Isothetic Grids. DGCI (2008)
Nicolas Thome, Antoine Vacavant
A Combined Statistical-Structural Strategy for Alphanumeric Recognition. ISVC (2) (2007)
Antoine Vacavant, David Coeurjolly, Laure Tougne
Dynamic Reconstruction of Complex Planar Objects on Irregular Isothetic Grids. ISVC (2) (2006)
Antoine Vacavant, David Coeurjolly, Laure Tougne
Topological and Geometrical Reconstruction of Complex Objects on Irregular Isothetic Grids. DGCI (2006)
Antoine Vacavant, Thierry Chateau
Realtime head and hands tracking by monocular vision. ICIP (2) (2005)