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Mathematical Morphology and Its Applications to Image and Signal Processing

10th International Symposium, ISMM 2011, Verbania-Intra, Italy, July 6-8, 2011. Proceedings

  • Pierre Soille
  • Martino Pesaresi
  • Georgios K. Ouzounis
Conference proceedings ISMM 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6671)

Table of contents

  1. Front Matter
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  2. Theory

    1. Sparse Mathematical Morphology Using Non-negative Matrix Factorization
      Jesús Angulo, Santiago Velasco-Forero
      Pages 1-12
    2. Fuzzy Bipolar Mathematical Morphology: A General Algebraic Setting
      Isabelle Bloch
      Pages 13-24
    3. Image Decompositions and Transformations as Peaks and Wells
      Fernand Meyer
      Pages 25-36

  3. Lattices and Order

    1. Grain Building Ordering
      Jean Serra
      Pages 37-48
    2. Orders on Partial Partitions and Maximal Partitioning of Sets
      Christian Ronse
      Pages 49-60
    3. Connective Segmentation Generalized to Arbitrary Complete Lattices
      Seidon Alsaody, Jean Serra
      Pages 61-72

  4. Connectivity

    1. Hyperconnections and Openings on Complete Lattices
      Michael H. F. Wilkinson
      Pages 73-84
    2. Toward a New Axiomatic for Hyper-Connections
      Benjamin Perret, Sébastien Lefèvre, Christophe Collet
      Pages 85-95
    3. Preventing Chaining through Transitions While Favouring It within Homogeneous Regions
      Pierre Soille
      Pages 96-107
    4. Pattern Spectra from Partition Pyramids and Hierarchies
      Georgios K. Ouzounis, Pierre Soille
      Pages 108-119
    5. Frequent and Dependent Connectivities
      Lionel Gueguen, Pierre Soille
      Pages 120-131

  5. Image Analysis, Processing, and Segmentation

    1. Stochastic Multiscale Segmentation Constrained by Image Content
      Luc Gillibert, Dominique Jeulin
      Pages 132-142
    2. Pattern Recognition Using Morphological Class Distribution Functions and Classification Trees
      Marcin Iwanowski, Michal Swiercz
      Pages 143-154
    3. Object Descriptors Based on a List of Rectangles: Method and Algorithm
      Marc Van Droogenbroeck, Sébastien Piérard
      Pages 155-165
    4. Ultimate Opening and Gradual Transitions
      Beatriz Marcotegui, Jorge Hernández, Thomas Retornaz
      Pages 166-177
    5. Spatio-temporal Quasi-Flat Zones for Morphological Video Segmentation
      Jonathan Weber, Sébastien Lefèvre, Pierre Gançarski
      Pages 178-189
    6. Primitive and Grain Estimation Using Flexible Magnification for a Morphological Texture Model
      Lei Yang, Liang Li, Chie Muraki Asano, Akira Asano
      Pages 190-199
    7. Geodesic Attributes Thinnings and Thickenings
      Vincent Morard, Etienne Decencière, Petr Dokladal
      Pages 200-211

  6. Adaptive Morphology

    1. Morphological Bilateral Filtering and Spatially-Variant Adaptive Structuring Functions
      Jesús Angulo
      Pages 212-223
    2. General Adaptive Neighborhood Viscous Mathematical Morphology
      Johan Debayle, Jean-Charles Pinoli
      Pages 224-235
    3. Spatially-Variant Structuring Elements Inspired by the Neurogeometry of the Visual Cortex
      Miguel A. Luengo-Oroz
      Pages 236-247

  7. Algorithms

    1. Towards a Parallel Topological Watershed: First Results
      Joël van Neerbos, Laurent Najman, Michael H. F. Wilkinson
      Pages 248-259
    2. Advances on Watershed Processing on GPU Architecture
      André Körbes, Giovani Bernardes Vitor, Roberto de Alencar Lotufo, Janito Vaqueiro Ferreira
      Pages 260-271
    3. Incremental Algorithm for Hierarchical Minimum Spanning Forests and Saliency of Watershed Cuts
      Jean Cousty, Laurent Najman
      Pages 272-283
    4. Component-Hypertrees for Image Segmentation
      Nicolas Passat, Benoît Naegel
      Pages 284-295
    5. Fast Streaming Algorithm for 1-D Morphological Opening and Closing on 2-D Support
      Jan Bartovsky, Petr Dokladal, Eva Dokladalova, Michel Bilodeau
      Pages 296-305

  8. Remote Sensing

    1. Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees
      Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero
      Pages 306-319
    2. Self-dual Attribute Profiles for the Analysis of Remote Sensing Images
      Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone
      Pages 320-330
    3. Concurrent Computation of Differential Morphological Profiles on Giga-Pixel Images
      Michael H. F. Wilkinson, Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis
      Pages 331-342
    4. Hierarchical Segmentation of Multiresolution Remote Sensing Images
      Camille Kurtz, Nicolas Passat, Anne Puissant, Pierre Gançarski
      Pages 343-354
    5. Mathematical Morphology for Vector Images Using Statistical Depth
      Santiago Velasco-Forero, Jesus Angulo
      Pages 355-366

  9. Visualisation

    1. Mathematical Morphology in Computer Graphics, Scientific Visualization and Visual Exploration
      Jos B. T. M. Roerdink
      Pages 367-380
    2. Surface Reconstruction Using Power Watershed
      Camille Couprie, Xavier Bresson, Laurent Najman, Hugues Talbot, Leo Grady
      Pages 381-392
    3. Voxel-Based Assessment of Printability of 3D Shapes
      Alexandru Telea, Andrei Jalba
      Pages 393-404
    4. A Comparison of Two Tree Representations for Data-Driven Volumetric Image Filtering
      Andrei C. Jalba, Michel A. Westenberg
      Pages 405-416

  10. Applications

    1. Optimal Path: Theory and Models for Vessel Segmentation
      Jean Stawiaski
      Pages 417-428
    2. Cytology Imaging Segmentation Using the Locally Constrained Watershed Transform
      N. Béliz-Osorio, J. Crespo, M. García-Rojo, A. Muñoz, J. Azpiazu
      Pages 429-438
    3. Stochastic Modeling of a Glass Fiber Reinforced Polymer
      Hellen Altendorf, Dominique Jeulin
      Pages 439-450
    4. Segmentation of Cracks in Shale Rock
      Erik R. Urbach, Marina Pervukhina, Leanne Bischof
      Pages 451-460
    5. Size and Spatial Distributions Characterization of Graphite Nodules Based on Connectivity by Dilations
      Luis A. Morales-Hernández, Ana M. Herrera-Navarro, Federico Manriquez-Guerrero, Hayde Peregrina-Barreto, Iván R. Terol-Villalobos
      Pages 461-471
    6. Topic Segmentation: Application of Mathematical Morphology to Textual Data
      Sébastien Lefèvre, Vincent Claveau
      Pages 472-481
  11. Back Matter
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About these proceedings

Introduction

This book contains the refereed proceedings of the 10th International Symposium on Mathematical Morphology, ISMM 2011 held in Verbania-Intra, Italy in July 2011. It is a collection of 39 revised full papers, from which 27 were selected for oral and 12 for poster presentation, from a total of 49 submissions.  Moreover, the book features two invited contributions in the fields of remote sensing, image analysis and scientific visualization. The papers are organized in thematic sections on theory, lattices and order, connectivity, image analysis, processing and segmentation, adaptive morphology, algorithms, remote sensing, visualization, and applications.

Keywords

adaptive morphology algorithm connected operator connectivity image analysis image processing lattices mathematical morphology order remote sensing segmentation visualization

Editors and affiliations

  • Pierre Soille
    • 1
  • Martino Pesaresi
    • 1
  • Georgios K. Ouzounis
    • 1
  1. 1.Institute for the Protection and Security of the CitizenEuropean Commission, Joint Research CentreIspra (VA)Italy

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-21569-8
  • Copyright Information Springer Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-21568-1
  • Online ISBN 978-3-642-21569-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site