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Benediktsson J.A., Chanussot J., Najman L., Talbot H.(eds.) Mathematical Morphology and Its Applications to Signal and Image Processing

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Benediktsson J.A., Chanussot J., Najman L., Talbot H.(eds.) Mathematical Morphology and Its Applications to Signal and Image Processing
N.-Y.: Springer, 2015. - 754p.
This book contains the thoroughly refereed proceedings of the 12th International Symposium on Mathematical Morphology, ISMM 2015 held in Reykjavik, Iceland, in May 2015. The 62 revised full papers were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on evaluations and applications; hierarchies; color, multivalued and orientation fields; optimization, differential calculus and probabilities; topology and discrete geometry; and algorithms and implementation.
Contents :
Front Matter
Front Matter
Hourglass Shapes in Rank Grey-Level Hit-or-miss Transform for Membrane Segmentation in HER2/neu Images
Automated Digital Hair Removal by Threshold Decomposition and Morphological Analysis
Portal Extraction Based on an Opening Labeling for Ray Tracing
Evaluation of Morphological Hierarchies for Supervised Segmentation
Study of Binary Partition Tree Pruning Techniques for Polarimetric SAR Images
A Comparison Between Extinction Filters and Attribute Filters
Inner-Cheeger Opening and Applications
Tracking Sub-atomic Particles Through the Attribute Space
A Pansharpening Algorithm Based on Morphological Filters
An Automated Assay for the Evaluation of Mortality in Fish Embryo
A Top-Down Approach to the Estimation of Depth Maps Driven by Morphological Segmentations
A Comparison of Some Morphological Filters for Improving OCR Performance
Local Blur Estimation Based on Toggle Mapping
Improved Detection of Faint Extended Astronomical Objects Through Statistical Attribute Filtering
Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions
Local 2D Pattern Spectra as Connected Region Descriptors
Spatial Repulsion Between Markers Improves Watershed Performance
Front Matter
New Characterizations of Minimum Spanning Trees and of Saliency Maps Based on Quasi-flat Zones
Braids of Partitions
Constrained Optimization on Hierarchies and Braids of Partitions
Front Matter
Segmentation of Multimodal Images Based on Hierarchies of Partitions
Multi-image Segmentation: A Collaborative Approach Based on Binary Partition Trees
Scale-Space Representation Based on Levelings Through Hierarchies of Level Sets
Cluster Based Vector Attribute Filtering
Intelligent Object Detection Using Trees
GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference
Probabilistic Hierarchical Morphological Segmentation of Textures
The Waterfall Hierarchy on Weighted Graphs
Front Matter
N-ary Mathematical Morphology
Sponges for Generalized Morphology
A Color Tree of Shapes with Illustrations on Filtering, Simplification, and Segmentation
Elementary Morphological Operations on the Spherical CIELab Quantale
Spectral Ordering Assessment Using Spectral Median Filters
Non-adaptive and Amoeba Quantile Filters for Colour Images
Ordering on the Probability Simplex of Endmembers for Hyperspectral Morphological Image Processing
Bagging Stochastic Watershed on Natural Color Image Segmentation
Binary Partition Trees-Based Spectral-Spatial Permutation Ordering
Shape-Based Analysis on Component-Graphs for Multivalued Image Processing
Elementary Morphology for SO(2)- and SO(3)-Orientation Fields
Front Matter
When Convex Analysis Meets Mathematical Morphology on Graphs
Front Matter
( max , min )-convolution and Mathematical Morphology
Learning Watershed Cuts Energy Functions
Morphological PDE and Dilation/Erosion Semigroups on Length Spaces
Hausdorff Distances Between Distributions Using Optimal Transport and Mathematical Morphology
The Power Laws of Geodesics in Some Random Sets with Dilute Concentration of Inclusions
Front Matter
A 3D Sequential Thinning Scheme Based on Critical Kernels
How to Make nD Functions Digitally Well-Composed in a Self-dual Way
Self-duality and Digital Topology: Links Between the Morphological Tree of Shapes and Well-Composed Gray-Level Images
A Combinatorial 4-Coordinate System for the Diamond Grid
Wiener Index on Lines of Unit Cells of the Body-Centered Cubic Grid
Part-Based Segmentation by Skeleton Cut Space Analysis
Front Matter
Fast Computation of Greyscale Path Openings
Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics
Exact Linear Time Euclidean Distance Transforms of Grid Line Sampled Shapes
Fast Estimation of Intrinsic Volumes in 3D Gray Value Images
Viscous-Hyperconnected Attribute Filters: A First Algorithm
Incremental and Efficient Computation of Families of Component Trees
Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations
Fast Evaluation of the Robust Stochastic Watershed
A Watershed Algorithm Progressively Unveiling Its Optimality
Front Matter
An Approach to Adaptive Quadratic Structuring Functions Based on the Local Structure Tensor
Adaptive Hit or Miss Transform
Back Matter
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