Antoine Vacavant

87 papers A 1B 8C 1Misc 2Journal 31Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A new computational pipeline for multicompartment modeling of liver perfusion. Comput. Methods Programs Biomed. Mohamed Amine Chetoui, Pierre Beaurepaire, Mathilde Morvan, Antoine Vacavant
2025	J	`jnl`	D2-RD-UNet: A dual-stage dual-class framework with connectivity correction for hepatic vessels segmentation. Comput. Biol. Medicine Matteo Cavicchioli, Andrea Moglia, Guillaume Garret, Martina Puglia, Antoine Vacavant, Giacomo Pugliese, Pietro Cerveri
2025	—	`conf`	Deep QMiner: Towards a Generalized Deep Q-Learning Approach for Graph Pattern Mining. GbRPR Assaad Oussama Zeghina, Aurélie Leborgne, Florence Le Ber, Antoine Vacavant
2025	—	`conf`	Do Segmentation Models Understand Vascular Structure? A Blob-Based Saliency Framework. iMIMIC@MICCAI Guillaume Garret, Antoine Vacavant, Carole Frindel
2025	J	`jnl`	Do Segmentation Models Understand Vascular Structure? A Blob-Based XAI Framework. CoRR Guillaume Garret, Antoine Vacavant, Carole Frindel
2025	—	`conf`	Hessian-Based Deep Retinal Vessel Segmentation with Extremely Few Annotations. MIUA (3) Benjamin Chivet, Noémie Debroux, Manuel Grand-Brochier, Antoine Vacavant
2025	—	`conf`	MAESTRO: A Full Point Cloud Approach for 3D Anomaly Detection Based on Reconstruction. VISIGRAPP (2): VISAPP Remi Lhoste, Antoine Vacavant, Damien Delhay
2024	J	`jnl`	A fast residual attention network for fine-grained unsupervised anomaly detection and localization. Appl. Soft Comput. Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Antoine Vacavant, Mohamed Hedi Bedoui
2024	J	`jnl`	A plug-and-play framework for curvilinear structure segmentation based on a learned reconnecting regularization. Neurocomputing Sophie Carneiro Esteves, Antoine Vacavant, Odyssée Merveille
2024	B	`conf`	Advancing Liver Cancer Research: A Graph-Based Approach for Ontology Enrichment and Link Prediction. KES Wissal Essalah, Faouzi Jaziri, Achraf Mtibaa, Antoine Vacavant
2024	—	`conf`	Deep Vessel Segmentation Based on a New Combination of Vesselness Filters. ISBI Guillaume Garret, Antoine Vacavant, Carole Frindel
2024	J	`jnl`	Deep learning on spatiotemporal graphs: A systematic review, methodological landscape, and research opportunities. Neurocomputing Assaad Oussama Zeghina, Aurélie Leborgne, Florence Le Ber, Antoine Vacavant
2024	J	`jnl`	Deep vessel segmentation based on a new combination of vesselness filters. CoRR Guillaume Garret, Antoine Vacavant, Carole Frindel
2024	—	`conf`	Multi-SPMiner : un framework d'apprentissage profond pour l'extraction de motifs fréquents dans des multi-graphes avec application aux graphes spatio-temporels. EGC Assaad Oussama Zeghina, Aurélie Leborgne, Florence Le Ber, Antoine Vacavant
2024	—	`ed.`	Recent Trends in Image Processing and Pattern Recognition - 6th International Conference, RTIP2R 2023, Derby, UK, December 7-8, 2023, Revised Selected Papers, Part I RTIP2R (1) KC Santosh, Aaisha Makkar, Myra Conway, Ashutosh Kumar Singh, Antoine Vacavant, Anas Abou El Kalam, Mohamed-Rafik Bouguelia, Ravindra S. Hegadi
2024	—	`ed.`	Recent Trends in Image Processing and Pattern Recognition - 6th International Conference, RTIP2R 2023, Derby, UK, December 7-8, 2023, Revised Selected Papers, Part II RTIP2R (2) KC Santosh, Aaisha Makkar, Myra Conway, Ashutosh Kumar Singh, Antoine Vacavant, Anas Abou El Kalam, Mohamed-Rafik Bouguelia, Ravindra S. Hegadi
2024	—	`conf`	Restoring Connectivity in Vascular Segmentations Using a Learned Post-processing Model. TGI3@MICCAI Sophie Carneiro Esteves, Antoine Vacavant, Odyssée Merveille
2024	J	`jnl`	State-of-the-Art Deep Learning Methods for Microscopic Image Segmentation: Applications to Cells, Nuclei, and Tissues. J. Imaging Fatma Krikid, Hugo Rositi, Antoine Vacavant
2023	—	`conf`	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 Matheus Alvarez, Diana Rodrigues de Pina, Hugo Rositi, Antoine Vacavant
2023	J	`jnl`	Discovering Local Binary Pattern Equation for Foreground Object Removal in Videos. CoRR Caroline Pacheco do Espírito Silva, Andrews Cordolino Sobral, Antoine Vacavant, Thierry Bouwmans, José A. M. Felippe De Souza
2023	B	`conf`	Multi-SPMiner: A Deep Learning Framework for Multi-Graph Frequent Pattern Mining with Application to spatiotemporal Graphs. KES Assaad Oussama Zeghina, Aurélie Leborgne, Florence Le Ber, Antoine Vacavant
2022	—	`conf`	Recherche de motifs fréquents dans des graphes spatio-temporels. EGC Aurélie Leborgne, Ezriel Steinberg, Laurine Lafontaine, Florence Le Ber, Antoine Vacavant
2022	J	`jnl`	The 3D Slicer RVXLiverSegmentation plug-in for interactive liver anatomy reconstruction from medical images. J. Open Source Softw. Jonas Lamy, Thibault Pelletier, Guillaume Lienemann, Benoît Magnin, Bertrand Kerautret, Nicolas Passat, Julien Finet, Antoine Vacavant
2021	J	`jnl`	Automated Mathematical Equation Structure Discovery for Visual Analysis. CoRR Caroline Pacheco do Espírito Silva, José A. M. Felippe De Souza, Antoine Vacavant, Thierry Bouwmans, Andrews Cordolino Sobral
2021	—	`conf`	Learning a reconnecting regularization term for blood vessel variational segmentation. BHI Sophie Carneiro Esteves, Antoine Vacavant, Odyssée Merveille
2021	B	`conf`	ORVIPO: An Ontological Prototype for Modeling 3D Scenes in Operating Rooms. KES Faouzi Jaziri, Rim Messaoudi, Achraf Mtibaa, Jonathan Courbon, Mahdi Kilani, Mohamed Mhiri, Antoine Vacavant
2021	J	`jnl`	Ontology-Driven Approach for Liver MRI Classification and HCC Detection. Int. J. Pattern Recognit. Artif. Intell. Rim Messaoudi, Faouzi Jaziri, Achraf Mtibaa, Faïez Gargouri, Antoine Vacavant
2021	J	`jnl`	Robust reconstructions by multi-scale/irregular tangential covering. CoRR Antoine Vacavant, Bertrand Kerautret, Fabien Feschet
2021	—	`conf`	Segment- and Arc-Based Vectorizations by Multi-scale/Irregular Tangential Covering. ISGV Antoine Vacavant, Bertrand Kerautret, Fabien Feschet
2021	J	`jnl`	Smoothed Shock Filtering: Algorithm and Applications. J. Imaging Antoine Vacavant
2020	—	`conf`	A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection. ICPRAI Rim Messaoudi, Faouzi Jaziri, Antoine Vacavant, Achraf Mtibaa, Faïez Gargouri
2020	—	`conf`	A Time-Dependent Joint Segmentation and Registration Model: Application to Longitudinal Registration of Hepatic DCE-MRI Sequences. IPTA Noémie Debroux, Guillaume Lienemann, Benoît Magnin, Carole Le Guyader, Antoine Vacavant
2020	J	`jnl`	Editorial - Virtual Special Issue: "Hierarchical Representations: New Results and Challenges for Image Analysis". Pattern Recognit. Lett. Nicolas Passat, Camille Kurtz, Antoine Vacavant
2020	—	`conf`	Literature Review of Deep Learning Models for Liver Vessels Reconstruction. IPTA Abir Affane, Marie-Ange Lèbre, Utkarsh Mittal, Antoine Vacavant
2020	J	`jnl`	Ontologies for Liver Diseases Representation: A Systematic Literature Review. J. Digit. Imaging Rim Messaoudi, Achraf Mtibaa, Antoine Vacavant, Faïez Gargouri, Faouzi Jaziri
2020	B	`conf`	Vesselness Filters: A Survey with Benchmarks Applied to Liver Imaging. ICPR Jonas Lamy, Odyssée Merveille, Bertrand Kerautret, Nicolas Passat, Antoine Vacavant
2019	J	`jnl`	A robust multi-variability model based liver segmentation algorithm for CT-scan and MRI modalities. Comput. Medical Imaging Graph. Marie-Ange Lèbre, Antoine Vacavant, Manuel Grand-Brochier, Hugo Rositi, Robin Strand, Hubert Rosier, Armand Abergel, Pascal Chabrot, Benoît Magnin
2019	J	`jnl`	Automatic segmentation methods for liver and hepatic vessels from CT and MRI volumes, applied to the Couinaud scheme. Comput. Biol. Medicine Marie-Ange Lèbre, Antoine Vacavant, Manuel Grand-Brochier, Hugo Rositi, Armand Abergel, Pascal Chabrot, Benoît Magnin
2019	J	`jnl`	Ontology-Based Approach for Liver Cancer Diagnosis and Treatment. J. Digit. Imaging Rim Messaoudi, Faouzi Jaziri, Achraf Mtibaa, Manuel Grand-Brochier, Hawa Mohamed Ali, Ali Amouri, Hela Fourati, Pascal Chabrot, Faïez Gargouri, Antoine Vacavant
2018	Misc	`conf`	A parallel framework for HCC detection in DCE-MRI sequences with wavelet-based description and SVM classification. SAC 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
2018	—	`conf`	An Ontological Model for Analyzing Liver Cancer Medical Reports. EMCIS Rim Messaoudi, Taher Labidi, Antoine Vacavant, Faïez Gargouri, Manuel Grand-Brochier, Ali Amouri, Hela Fourati, Achraf Mtibaa, Faouzi Jaziri
2018	B	`conf`	Automatic 3-D Skeleton-Based Segmentation of Liver Vessels from MRI and CT for Couinaud Representation. ICIP Marie-Ange Lèbre, Antoine Vacavant, Manuel Grand-Brochier, Odyssée Merveille, Pascal Chabrot, Armand Abergel, Benoît Magnin
2018	B	`conf`	Enhancement of breast periphery region in digital mammography. Image Processing Ana Luiza Menegatti Pavan, Antoine Vacavant, Andre Petean Trindade, Caio Cesar Quini, Diana Rodrigues de Pina
2018	J	`jnl`	Improving texture extraction and classification using smoothed morphological operators. Digit. Signal Process. Mariane Barros Neiva, Antoine Vacavant, Odemir Martinez Bruno
2018	—	`conf`	New Definition of Quality-Scale Robustness for Image Processing Algorithms, with Generalized Uncertainty Modeling, Applied to Denoising and Segmentation. RRPR Antoine Vacavant, Marie-Ange Lèbre, Hugo Rositi, Manuel Grand-Brochier, Robin Strand
2018	Misc	`conf`	U-CatcHCC: An Accurate HCC Detector in Hepatic DCE-MRI Sequences Based on an U-Net Framework. ICCVG Anna Fabijanska, Antoine Vacavant, Marie-Ange Lèbre, Ana Luiza Menegatti Pavan, Diana Rodrigues de Pina, Armand Abergel, Pascal Chabrot, Benoît Magnin
2017	—	`conf`	Greyscale Image Vectorization from Geometric Digital Contour Representations. DGCI Bertrand Kerautret, Phuc Ngo, Yukiko Kenmochi, Antoine Vacavant
2017	—	`conf`	Medical Image Processing and Numerical Simulation for Digital Hepatic Parenchymal Blood Flow. SASHIMI@MICCAI Marie-Ange Lèbre, Khaled Arrouk, Anh-Khoa Võ Van, Aurélie Leborgne, Manuel Grand-Brochier, Pierre Beaurepaire, Antoine Vacavant, Benoît Magnin, Armand Abergel, Pascal Chabrot
2017	—	`conf`	Reconstructions of Noisy Digital Contours with Maximal Primitives Based on Multi-scale/Irregular Geometric Representation and Generalized Linear Programming. DGCI Antoine Vacavant, Bertrand Kerautret, Tristan Roussillon, Fabien Feschet
2016	—	`conf`	A Novel Definition of Robustness for Image Processing Algorithms. RRPR@ICPR Antoine Vacavant
2016	—	`conf`	Robust Computations of Reeb Graphs in 2-D Binary Images. CTIC Antoine Vacavant, Aurélie Leborgne
2016	J	`jnl`	Tight bounds in the quadtree complexity theorem and the maximal number of pixels crossed by a curve of given length. Theor. Comput. Sci. Yan Gérard, Antoine Vacavant, Jean-Marie Favreau
2015	—	`conf`	Smoothed shock filtered defuzzification with Zernike moments for liver tumor extraction in MR images. IPTA Antoine Vacavant, Abder-Rahman Ali, Manuel Grand-Brochier, Adelaide Albouy-Kissi, Agaicha Alfidja, Pascal Chabrot, Jean-Yves Boire
2015	J	`jnl`	Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods. IEEE Trans. Image Process. Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber, Laure Tougne
2014	J	`jnl`	A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos. Comput. Vis. Image Underst. Andrews Sobral, Antoine Vacavant
2014	—	`conf`	About the Impact of Pre-processing Tools on Segmentation Methods - Applied for Tree Leaves Extraction. VISAPP (1) Manuel Grand-Brochier, Antoine Vacavant, Robin Strand, Guillaume Cerutti, Laure Tougne
2014	—	`conf`	About the Maximum Cardinality of the Digital Cover of a Curve with a Given Length. DGCI Yan Gerard, Antoine Vacavant
2014	—	`conf`	Joint Learning for Multi-class Object Detection. VISAPP (2) Hamidreza Odabai Fard, Mohamed Chaouch, Quoc Cuong Pham, Antoine Vacavant, Thierry Chateau
2014	A	`conf`	Joint hierarchical learning for efficient multi-class object detection. WACV Hamidreza Odabai Fard, Mohamed Chaouch, Quoc Cuong Pham, Antoine Vacavant, Thierry Chateau
2014	J	`jnl`	Leaf margins as sequences: A structural approach to leaf identification. Pattern Recognit. Lett. Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant
2014	J	`jnl`	Special section on background models comparison. Comput. Vis. Image Underst. Antoine Vacavant, Laure Tougne, Lionel Robinault, Thierry Chateau
2013	J	`jnl`	A combined multi-scale/irregular algorithm for the vectorization of noisy digital contours. Comput. Vis. Image Underst. Antoine Vacavant, Tristan Roussillon, Bertrand Kerautret, Jacques-Olivier Lachaud
2013	B	`conf`	A model-based approach for compound leaves understanding and identification. ICIP Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin
2013	—	`conf`	Arc Recognition on Irregular Isothetic Grids and Its Application to Reconstruction of Noisy Digital Contours. DGCI Jean-Luc Toutant, Antoine Vacavant, Bertrand Kerautret
2013	—	`conf`	Comparative study of segmentation methods for tree leaves extraction. VIGTA@ICVS Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Kevin Bianchi, Laure Tougne
2013	—	`conf`	Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification. VISAPP (1) Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant
2013	—	`conf`	Late Information Fusion for Multi-modality Plant Species Identification. CLEF (Working Notes) Guillaume Cerutti, Laure Tougne, Céline Sacca, Thierry Joliveau, Pierre-Olivier Mazagol, Didier Coquin, Antoine Vacavant
2013	J	`jnl`	Understanding leaves in natural images - A model-based approach for tree species identification. Comput. Vis. Image Underst. Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin
2012	—	`conf`	A Benchmark Dataset for Outdoor Foreground/Background Extraction. ACCV Workshops (1) Antoine Vacavant, Thierry Chateau, Alexis Wilhelm, Laurent Lequievre
2012	B	`conf`	Fast smoothed shock filtering. ICPR Antoine Vacavant, Adelaide Albouy-Kissi, Pierre-Yves Menguy, Justin Solomon
2012	—	`conf`	ReVeS Participation - Tree Species Classification Using Random Forests and Botanical Features. CLEF (Online Working Notes/Labs/Workshop) Guillaume Cerutti, Violaine Antoine, Laure Tougne, Julien Mille, Lionel Valet, Didier Coquin, Antoine Vacavant
2011	—	`conf`	A Parametric Active Polygon for Leaf Segmentation and Shape Estimation. ISVC (1) Guillaume Cerutti, Laure Tougne, Antoine Vacavant, Didier Coquin
2011	J	`jnl`	A cognitive and video-based approach for multinational License Plate Recognition. Mach. Vis. Appl. Nicolas Thome, Antoine Vacavant, Lionel Robinault, Serge Miguet
2011	—	`conf`	Adaptive Background Subtraction in H.264/AVC Bitstreams based on Macroblock Sizes. VISAPP Antoine Vacavant, Lionel Robinault, Serge Miguet, Chris Poppe, Rik Van de Walle
2011	—	`conf`	Guiding Active Contours for Tree Leaf Segmentation and Identification. CLEF (Notebook Papers/Labs/Workshop) Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin
2011	J	`jnl`	Separable algorithms for distance transformations on irregular grids. Pattern Recognit. Lett. Antoine Vacavant, David Coeurjolly, Laure Tougne
2011	C	`conf`	Unsupervised Polygonal Reconstruction of Noisy Contours by a Discrete Irregular Approach. IWCIA Antoine Vacavant, Tristan Roussillon, Bertrand Kerautret
2010	—	`conf`	A benchmark for Background Subtraction Algorithms in monocular vision: A comparative study. IPTA Yoann Dhome, N. Tronson, Antoine Vacavant, Thierry Chateau, Christophe Gabard, Yann Goyat, Dominique Gruyer
2010	J	`jnl`	Fast distance transformation on irregular two-dimensional grids. Pattern Recognit. Antoine Vacavant
2009	—	`conf`	A Novel Algorithm for Distance Transformation on Irregular Isothetic Grids. DGCI Antoine Vacavant, David Coeurjolly, Laure Tougne
2009	J	`jnl`	A framework for dynamic implicit curve approximation by an irregular discrete approach. Graph. Model. Antoine Vacavant, David Coeurjolly, Laure Tougne
2009	—	`conf`	Medial Axis Extraction on Irregular Isothetic Grids. IWCIA Special Track on Applications Antoine Vacavant, David Coeurjolly
2008	—	`conf`	Distance Transformation on Two-Dimensional Irregular Isothetic Grids. DGCI Antoine Vacavant, David Coeurjolly, Laure Tougne
2007	—	`conf`	A Combined Statistical-Structural Strategy for Alphanumeric Recognition. ISVC (2) Nicolas Thome, Antoine Vacavant
2006	—	`conf`	Dynamic Reconstruction of Complex Planar Objects on Irregular Isothetic Grids. ISVC (2) Antoine Vacavant, David Coeurjolly, Laure Tougne
2006	—	`conf`	Topological and Geometrical Reconstruction of Complex Objects on Irregular Isothetic Grids. DGCI Antoine Vacavant, David Coeurjolly, Laure Tougne
2005	—	`conf`	Realtime head and hands tracking by monocular vision. ICIP (2) Antoine Vacavant, Thierry Chateau