Antoine Vacavant

Orcid: 0000-0001-9616-3282

According to our database1, Antoine Vacavant authored at least 70 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep vessel segmentation based on a new combination of vesselness filters.
CoRR, 2024

2023
Discovering Local Binary Pattern Equation for Foreground Object Removal in Videos.
CoRR, 2023

Multi-SPMiner: A Deep Learning Framework for Multi-Graph Frequent Pattern Mining with Application to spatiotemporal Graphs.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Comparison of UNet and DC-UNet models for an efficient segmentation and visualization of rodent hepatic vascular network from X-ray phase contrast imaging.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
The 3D Slicer RVXLiverSegmentation plug-in for interactive liver anatomy reconstruction from medical images.
J. Open Source Softw., 2022

Recherche de motifs fréquents dans des graphes spatio-temporels.
Proceedings of the Extraction et Gestion des Connaissances, 2022

2021
Smoothed Shock Filtering: Algorithm and Applications.
J. Imaging, 2021

Ontology-Driven Approach for Liver MRI Classification and HCC Detection.
Int. J. Pattern Recognit. Artif. Intell., 2021

Robust reconstructions by multi-scale/irregular tangential covering.
CoRR, 2021

Automated Mathematical Equation Structure Discovery for Visual Analysis.
CoRR, 2021

ORVIPO: An Ontological Prototype for Modeling 3D Scenes in Operating Rooms.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Segment- and Arc-Based Vectorizations by Multi-scale/Irregular Tangential Covering.
Proceedings of the Geometry and Vision - First International Symposium, 2021

Learning a reconnecting regularization term for blood vessel variational segmentation.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
Editorial - Virtual Special Issue: "Hierarchical Representations: New Results and Challenges for Image Analysis".
Pattern Recognit. Lett., 2020

Ontologies for Liver Diseases Representation: A Systematic Literature Review.
J. Digit. Imaging, 2020

A Time-Dependent Joint Segmentation and Registration Model: Application to Longitudinal Registration of Hepatic DCE-MRI Sequences.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

Literature Review of Deep Learning Models for Liver Vessels Reconstruction.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Vesselness Filters: A Survey with Benchmarks Applied to Liver Imaging.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Ontology-Based Approach for Liver Cancer Diagnosis and Treatment.
J. Digit. Imaging, 2019

A robust multi-variability model based liver segmentation algorithm for CT-scan and MRI modalities.
Comput. Medical Imaging Graph., 2019

Automatic segmentation methods for liver and hepatic vessels from CT and MRI volumes, applied to the Couinaud scheme.
Comput. Biol. Medicine, 2019

2018
Improving texture extraction and classification using smoothed morphological operators.
Digit. Signal Process., 2018

A parallel framework for HCC detection in DCE-MRI sequences with wavelet-based description and SVM classification.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

New Definition of Quality-Scale Robustness for Image Processing Algorithms, with Generalized Uncertainty Modeling, Applied to Denoising and Segmentation.
Proceedings of the Reproducible Research in Pattern Recognition, 2018

Enhancement of breast periphery region in digital mammography.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Automatic 3-D Skeleton-Based Segmentation of Liver Vessels from MRI and CT for Couinaud Representation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

U-CatcHCC: An Accurate HCC Detector in Hepatic DCE-MRI Sequences Based on an U-Net Framework.
Proceedings of the Computer Vision and Graphics - International Conference, 2018

An Ontological Model for Analyzing Liver Cancer Medical Reports.
Proceedings of the Information Systems, 2018

2017
Medical Image Processing and Numerical Simulation for Digital Hepatic Parenchymal Blood Flow.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017

Reconstructions of Noisy Digital Contours with Maximal Primitives Based on Multi-scale/Irregular Geometric Representation and Generalized Linear Programming.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

Greyscale Image Vectorization from Geometric Digital Contour Representations.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

2016
Tight bounds in the quadtree complexity theorem and the maximal number of pixels crossed by a curve of given length.
Theor. Comput. Sci., 2016

A Novel Definition of Robustness for Image Processing Algorithms.
Proceedings of the Reproducible Research in Pattern Recognition, 2016

Robust Computations of Reeb Graphs in 2-D Binary Images.
Proceedings of the Computational Topology in Image Context - 6th International Workshop, 2016

2015
Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods.
IEEE Trans. Image Process., 2015

Smoothed shock filtered defuzzification with Zernike moments for liver tumor extraction in MR images.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

2014
Leaf margins as sequences: A structural approach to leaf identification.
Pattern Recognit. Lett., 2014

Special section on background models comparison.
Comput. Vis. Image Underst., 2014

A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos.
Comput. Vis. Image Underst., 2014

Joint hierarchical learning for efficient multi-class object detection.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

About the Impact of Pre-processing Tools on Segmentation Methods - Applied for Tree Leaves Extraction.
Proceedings of the VISAPP 2014, 2014

Joint Learning for Multi-class Object Detection.
Proceedings of the VISAPP 2014, 2014

About the Maximum Cardinality of the Digital Cover of a Curve with a Given Length.
Proceedings of the Discrete Geometry for Computer Imagery, 2014

2013
A combined multi-scale/irregular algorithm for the vectorization of noisy digital contours.
Comput. Vis. Image Underst., 2013

Understanding leaves in natural images - A model-based approach for tree species identification.
Comput. Vis. Image Underst., 2013

Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification.
Proceedings of the VISAPP 2013, 2013

Comparative study of segmentation methods for tree leaves extraction.
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications, 2013

A model-based approach for compound leaves understanding and identification.
Proceedings of the IEEE International Conference on Image Processing, 2013

Arc Recognition on Irregular Isothetic Grids and Its Application to Reconstruction of Noisy Digital Contours.
Proceedings of the Discrete Geometry for Computer Imagery, 2013

Late Information Fusion for Multi-modality Plant Species Identification.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Fast smoothed shock filtering.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

ReVeS Participation - Tree Species Classification Using Random Forests and Botanical Features.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

A Benchmark Dataset for Outdoor Foreground/Background Extraction.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Separable algorithms for distance transformations on irregular grids.
Pattern Recognit. Lett., 2011

A cognitive and video-based approach for multinational License Plate Recognition.
Mach. Vis. Appl., 2011

Adaptive Background Subtraction in H.264/AVC Bitstreams based on Macroblock Sizes.
Proceedings of the VISAPP 2011, 2011

Unsupervised Polygonal Reconstruction of Noisy Contours by a Discrete Irregular Approach.
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011

A Parametric Active Polygon for Leaf Segmentation and Shape Estimation.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Guiding Active Contours for Tree Leaf Segmentation and Identification.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Fast distance transformation on irregular two-dimensional grids.
Pattern Recognit., 2010

A benchmark for Background Subtraction Algorithms in monocular vision: A comparative study.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

2009
A framework for dynamic implicit curve approximation by an irregular discrete approach.
Graph. Model., 2009

Medial Axis Extraction on Irregular Isothetic Grids.
Proceedings of the Progress in Combinatorial Image Analysis. Proceedings of IWCIA 2009 Special Track on Applications, 2009

A Novel Algorithm for Distance Transformation on Irregular Isothetic Grids.
Proceedings of the Discrete Geometry for Computer Imagery, 2009

2008
Distance Transformation on Two-Dimensional Irregular Isothetic Grids.
Proceedings of the Discrete Geometry for Computer Imagery, 2008

2007
A Combined Statistical-Structural Strategy for Alphanumeric Recognition.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2006
Dynamic Reconstruction of Complex Planar Objects on Irregular Isothetic Grids.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Topological and Geometrical Reconstruction of Complex Objects on Irregular Isothetic Grids.
Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006

2005
Realtime head and hands tracking by monocular vision.
Proceedings of the 2005 International Conference on Image Processing, 2005


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