Jean Cousty

Orcid: 0000-0002-2163-9714

Affiliations:
  • Université de Paris-Est


According to our database1, Jean Cousty authored at least 84 papers between 2006 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Out-of-Core Attribute Algorithms for Binary Partition Hierarchies.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2024

2023
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels.
J. Math. Imaging Vis., October, 2023

Interactive Segmentation with Incremental Watershed Cuts.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022
Efficient Multiscale Object-based Superpixel Framework.
CoRR, 2022

Component Tree Loss Function: Definition and Optimization.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

Join, Select, and Insert: Efficient Out-of-core Algorithms for Hierarchical Segmentation Trees.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

Fast and Effective Superpixel Segmentation Using Accurate Saliency Estimation.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

2021
New hierarchy-based segmentation layer: towards automatic marker proposal.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Towards a Simple and Efficient Object-based Superpixel Delineation Framework.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Statistical Modeling of Pulmonary Vasculatures with Topological Priors in CT Volumes.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021

Fuzzy-Marker-Based Segmentation Using Hierarchies.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

An Algebraic Framework for Out-of-Core Hierarchical Segmentation Algorithms.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

2020
Hierarchical segmentation from a non-increasing edge observation attribute.
Pattern Recognit. Lett., 2020

Characterization of Graph-Based Hierarchical Watersheds: Theory and Algorithms.
J. Math. Imaging Vis., 2020

Guest Editorial: Special Issue on Discrete Geometry for Computer Imagery.
J. Math. Imaging Vis., 2020

2019
Higra: Hierarchical Graph Analysis.
SoftwareX, 2019

Removing non-significant regions in hierarchical clustering and segmentation.
Pattern Recognit. Lett., 2019

Properties of combinations of hierarchical watersheds.
Pattern Recognit. Lett., 2019

Erratum to "Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity: the case of the Felzenszwalb-Huttenlocher method".
Math. Morphol. Theory Appl., 2019

Efficient Algorithms for Hierarchical Graph-Based Segmentation Relying on the Felzenszwalb-Huttenlocher Dissimilarity.
Int. J. Pattern Recognit. Artif. Intell., 2019

High throughput automated detection of axial malformations in Medaka embryo.
Comput. Biol. Medicine, 2019

Exploring Hierarchy Simplification for Non-Significant Region Removal.
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

On the Probabilities of Hierarchical Watersheds.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Watersheding Hierarchies.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Atlas-Based Automated Detection of Swim Bladder in Medaka Embryo.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Recognizing Hierarchical Watersheds.
Proceedings of the Discrete Geometry for Computer Imagery, 2019

A Study of Observation Scales Based on Felzenswalb-Huttenlocher Dissimilarity Measure for Hierarchical Segmentation.
Proceedings of the Discrete Geometry for Computer Imagery, 2019

2018
Evaluation of Hierarchical Watersheds.
IEEE Trans. Image Process., 2018

Hierarchical Segmentations with Graphs: Quasi-flat Zones, Minimum Spanning Trees, and Saliency Maps.
J. Math. Imaging Vis., 2018

Evaluation of morphological hierarchies for supervised video segmentation.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

Segmentation, hierarchy, mathematical morphology filtering, and application to image analysis.
, 2018

2017
Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity.
Math. Morphol. Theory Appl., 2017

Parallelization Strategy for Elementary Morphological Operators on Graphs: Distance-Based Algorithms and Implementation on Multicore Shared-Memory Architecture.
J. Math. Imaging Vis., 2017

Scale-space for empty catheter segmentation in PCI fluoroscopic images.
Int. J. Comput. Assist. Radiol. Surg., 2017

VOIDD: Automatic Vessel-of-Intervention Dynamic Detection in PCI Procedures.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

Evaluation of Combinations of Watershed Hierarchies.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Watersheds on Hypergraphs for Data Clustering.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Graph-Based Hierarchical Video Cosegmentation.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016
Decreasing the Number of Features for Improving Human Action Classification.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

Stochastic Hierarchical Watershed Cut Based on Disturbed Topographical Surface.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

Parallelization Strategy for Elementary Morphological Operators on Graphs.
Proceedings of the Discrete Geometry for Computer Imagery, 2016

2015
Directed Connected Operators: Asymmetric Hierarchies for Image Filtering and Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Evaluation of Morphological Hierarchies for Supervised Segmentation.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

A Comparison of Some Morphological Filters for Improving OCR Performance.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

New Characterizations of Minimum Spanning Trees and of Saliency Maps Based on Quasi-flat Zones.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Hierarchical Image Segmentation Relying on a Likelihood Ratio Test.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
A graph-based mathematical morphology reader.
Pattern Recognit. Lett., 2014

Dimensional operators for mathematical morphology on simplicial complexes.
Pattern Recognit. Lett., 2014

Collapses and Watersheds in Pseudomanifolds of Arbitrary Dimension.
J. Math. Imaging Vis., 2014

A mutual reference shape based on information theory.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Morphological floodings and optimal cuts in hierarchies.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Morphological filtering on graphs.
Comput. Vis. Image Underst., 2013

Hierarchical Video Segmentation Using an Observation Scale.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

Playing with Kruskal: Algorithms for Morphological Trees in Edge-Weighted Graphs.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Constructive Links between Some Morphological Hierarchies on Edge-Weighted Graphs.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

2012
Nonsupervised Ranking of Different Segmentation Approaches: Application to the Estimation of the Left Ventricular Ejection Fraction From Cardiac Cine MRI Sequences.
IEEE Trans. Medical Imaging, 2012

An efficient hierarchical graph based image segmentation
CoRR, 2012

A Hierarchical Image Segmentation Algorithm Based on an Observation Scale.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A hybrid algorithm for automatic heart segmentation in ct angiography.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Climbing: A Unified Approach for Global Constraints on Hierarchical Segmentation.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Hierarchies and Climbing Energies.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
Artwork 3D model database indexing and classification.
Pattern Recognit., 2011

Incremental Algorithm for Hierarchical Minimum Spanning Forests and Saliency of Watershed Cuts.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

A Simple Hierarchical Clustering Method for Improving Flame Pixel Classification.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Comparison of different segmentation approaches without using gold standard. Application to the estimation of the left ventricle ejection fraction from cardiac cine MRI sequences.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Some Morphological Operators on Simplicial Complex Spaces.
Proceedings of the Discrete Geometry for Computer Imagery, 2011

2010
Watershed Cuts: Thinnings, Shortest Path Forests, and Topological Watersheds.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Segmentation of 4D cardiac MRI: Automated method based on spatio-temporal watershed cuts.
Image Vis. Comput., 2010

2009
Watershed Cuts: Minimum Spanning Forests and the Drop of Water Principle.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Uniqueness of the Perfect Fusion Grid on Z<sup><i>d</i></sup>.
J. Math. Imaging Vis., 2009

Collapses and Watersheds in Pseudomanifolds.
Proceedings of the Combinatorial Image Analysis, 13th International Workshop, 2009

Some Morphological Operators in Graph Spaces.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

2008
Fusion Graphs: Merging Properties and Watersheds.
J. Math. Imaging Vis., 2008

Weighted fusion graphs: Merging properties and watersheds.
Discret. Appl. Math., 2008

Raising in watershed lattices.
Proceedings of the International Conference on Image Processing, 2008

On Watershed Cuts and Thinnings.
Proceedings of the Discrete Geometry for Computer Imagery, 2008

2007
Lignes de partage des eaux discrètes : théorie et application à la segmentation d'images cardiaques. (Discrete watersheds: theory and applications to cardiac image segmentation).
PhD thesis, 2007

Watershed cuts.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Some links between min-cuts, optimal spanning forests and watersheds.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Automated, Accurate and Fast Segmentation of 4D Cardiac MR Images.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

2006
Grayscale Watersheds on Perfect Fusion Graphs.
Proceedings of the Combinatorial Image Analysis, 11th International Workshop, 2006

Fusion Graphs, Region Merging and Watersheds.
Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006


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