Laurent Najman

According to our database1, Laurent Najman authored at least 128 papers between 1994 and 2019.

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

Timeline

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Bibliography

2019
Generation of Patient-Specific Cardiac Vascular Networks: A Hybrid Image-Based and Synthetic Geometric Model.
IEEE Trans. Biomed. Engineering, 2019

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

2018
Some Properties of Interpolations Using Mathematical Morphology.
IEEE Trans. Image Processing, 2018

Curvilinear Structure Analysis by Ranking the Orientation Responses of Path Operators.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Hierarchical Segmentations with Graphs: Quasi-flat Zones, Minimum Spanning Trees, and Saliency Maps.
Journal of Mathematical Imaging and Vision, 2018

A Tutorial on Well-Composedness.
Journal of Mathematical Imaging and Vision, 2018

Extending K-Means to Preserve Spatial Connectivity.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Extending the Power Watershed Framework Thanks to Γ-Convergence.
SIAM J. Imaging Sciences, 2017

Hierarchical Segmentation Using Tree-Based Shape Spaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

2D Filtering of Curvilinear Structures by Ranking the Orientation Responses of Path Operators (RORPO).
IPOL Journal, 2017

Scale-space for empty catheter segmentation in PCI fluoroscopic images.
Int. J. Computer Assisted Radiology and Surgery, 2017

Tree-Wise Discriminative Subtree Selection for Texture Image Labeling.
IEEE Access, 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

Power Tree Filter: A Theoretical Framework Linking Shortest Path Filters and Minimum Spanning Tree Filters.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Periodic area-of-motion characterization for bio-medical applications.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automated 3D lymphoma lesion segmentation from PET/CT characteristics.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Power spectral clustering on hyperspectral data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

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

An Introduction to Gamma-Convergence for Spectral Clustering.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in \mathbb Z^n.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

2016
Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection.
Pattern Recognition Letters, 2016

Connected Filtering on Tree-Based Shape-Spaces.
IEEE Trans. Pattern Anal. Mach. Intell., 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


Automating the measurement of physiological parameters: A case study in the image analysis of cilia motion.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Discriminative Subtree Selection for NBI Endoscopic Image Labeling.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

When Convex Analysis Meets Mathematical Morphology on Graphs.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics.
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

Shape-Based Analysis on Component-Graphs for Multivalued Image Processing.
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

How to Make nD Functions Digitally Well-Composed in a Self-dual Way.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

A regionalized automated measurement of ciliary beating frequency.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Hierarchies and shape-space for pet image segmentation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Multicriteria 3D PET image segmentation.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

How to make nD images well-composed without interpolation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

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

Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014
Tree-Based Morse Regions: A Topological Approach to Local Feature Detection.
IEEE Trans. Image Processing, 2014

A graph-based mathematical morphology reader.
Pattern Recognition Letters, 2014

Dimensional operators for mathematical morphology on simplicial complexes.
Pattern Recognition Letters, 2014

Convolutional nets and watershed cuts for real-time semantic Labeling of RGBD videos.
Journal of Machine Learning Research, 2014

Collapses and Watersheds in Pseudomanifolds of Arbitrary Dimension.
Journal of Mathematical Imaging and Vision, 2014

Learning-based automatic detection of severe coronary stenoses in CT angiographies.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Meaningful disjoint level lines selection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 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

Tubular Structure Filtering by Ranking Orientation Responses of Path Operators.
Proceedings of the Computer Vision - ECCV 2014, 2014

On Making nD Images Well-Composed by a Self-dual Local Interpolation.
Proceedings of the Discrete Geometry for Computer Imagery, 2014

Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
Dual Constrained TV-based Regularization on Graphs.
SIAM J. Imaging Sciences, 2013

Learning Hierarchical Features for Scene Labeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.
Medical Image Analysis, 2013

Morphological filtering on graphs.
Computer Vision and Image Understanding, 2013

Indoor Semantic Segmentation using depth information
Proceedings of the 1st International Conference on Learning Representations, 2013

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

Two Applications of Shape-Based Morphology: Blood Vessels Segmentation and a Generalization of Constrained Connectivity.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Discrete Set-Valued Continuity and Interpolation.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 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

A Quasi-linear Algorithm to Compute the Tree of Shapes of nD Images.
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

Salient level lines selection using the Mumford-Shah functional.
Proceedings of the IEEE International Conference on Image Processing, 2013

Causal graph-based video segmentation.
Proceedings of the IEEE International Conference on 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. Med. Imaging, 2012

Introduction to the Issue on Filtering and Segmentation With Mathematical Morphology.
J. Sel. Topics Signal Processing, 2012

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

Curvilinear Structure Enhancement with the Polygonal Path Image - Application to Guide-Wire Segmentation in X-Ray Fluoroscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Morphological filtering in shape spaces: Applications using tree-based image representations.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Scene parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers.
Proceedings of the 29th International Conference on Machine Learning, 2012

Context-based energy estimator: Application to object segmentation on the tree of shapes.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

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

2011
Combinatorial Continuous Maximum Flow.
SIAM J. Imaging Sciences, 2011

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

Power Watershed: A Unifying Graph-Based Optimization Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

A comprehensive study of stent visualization enhancement in X-ray images by image processing means.
Medical Image Analysis, 2011

On the Equivalence Between Hierarchical Segmentations and Ultrametric Watersheds.
Journal of Mathematical Imaging and Vision, 2011

Towards a Parallel Topological Watershed: First Results.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 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

Surface Reconstruction Using Power Watershed.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Dual constrained TV-based regularization.
Proceedings of the IEEE International Conference on Acoustics, 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 Vision Comput., 2010

On Morphological Hierarchical Representations for Image Processing and Spatial Data Clustering.
Proceedings of the Applications of Discrete Geometry and Mathematical Morphology, 2010

Writing Reusable Digital Topology Algorithms in a Generic Image Processing Framework.
Proceedings of the Applications of Discrete Geometry and Mathematical Morphology, 2010

Why and howto design a generic and efficient image processing framework: The case of the Milena library.
Proceedings of the International Conference on Image Processing, 2010

Anisotropic diffusion using power watersheds.
Proceedings of the International Conference on Image Processing, 2010

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

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

Ultrametric Watersheds.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

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

Power watersheds: A new image segmentation framework extending graph cuts, random walker and optimal spanning forest.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008
Fusion Graphs: Merging Properties and Watersheds.
Journal of Mathematical Imaging and Vision, 2008

Weighted fusion graphs: Merging properties and watersheds.
Discrete Applied Mathematics, 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

Parallel Algorithm for Concurrent Computation of Connected Component Tree.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Multi-Histogram Equalization Methods for Contrast Enhancement and Brightness Preserving.
IEEE Trans. Consumer Electronics, 2007

ISMM05 special issue.
Image Vision Comput., 2007

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

2006
Building the Component Tree in Quasi-Linear Time.
IEEE Trans. Image Processing, 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

Morphologie mathématique, systèmes dynamiques et applications au traitement des images. (Mathematical Morphology, dynamic systems and image processing applications).
, 2006

2005
Quasi-Linear Algorithms for the Topological Watershed.
Journal of Mathematical Imaging and Vision, 2005

Watersheds, mosaics, and the emergence paradigm.
Discrete Applied Mathematics, 2005

Mosaics and Watersheds.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

Algorithms for the Topological Watershed.
Proceedings of the Discrete Geometry for Computer Imagery, 12th International Conference, 2005

2004
Using mathematical morphology for document skew estimation.
Proceedings of the Document Recognition and Retrieval XI, 2004

2003
Watershed Algorithms and Contrast Preservation.
Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

2001
Indexing Technical Drawings Using Title Block Structure Recognition.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Benchmarking Commercial OCR Engines for Technical Drawings Indexing.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Scan-to-XML: Using Software Component Algebra for Intelligent Document Generation.
Proceedings of the Graphics Recognition Algorithms and Applications, 2001

1998
The Montagne Russe algorithm for global optimization.
Math. Meth. of OR, 1998

1997
From crowd simulation to airbag deployment: particle systems, a new paradigm of simulation.
J. Electronic Imaging, 1997

1996
Geodesic Saliency of Watershed Contours and Hierarchical Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Lattice Operators Underlying Dynamic Systems.
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996

1995
Mutational equations of the morphological dilation tubes.
Journal of Mathematical Imaging and Vision, 1995

Topological and geometrical corners by watershed.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

1994
Morphologie Mathématique: de la Segmentation d'Images à l'Analyse Multivoque. (Mathematical Morphology: from Image Segmentation to Set-Valued Analysis).
PhD thesis, 1994

Watershed of a continuous function.
Signal Processing, 1994

Mutational Equations of Morphological Dilation Tubes.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994


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