Skip to main content
SpringerLink
Log in
Book cover

Energy Minimization Methods in Computer Vision and Pattern Recognition

4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings

  • Conference proceedings
  • © 2003

Overview

Editors:
  1. Anand Rangarajan

    1. Department of CISE, University of Florida, Gainesville, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Mário Figueiredo

    1. Instituto de Telecomunicações, Instituto Superior Técnico, T.U. Lisbon, Lisboa, Portugal

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Josiane Zerubia

    1. ARIANA Research Group, INRIA/I3S, Sophia Antipolis, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2683)

Included in the following conference series:

Conference proceedings info: EMMCVPR 2003.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (33 papers)

  1. Front Matter

    Download chapter PDF

  2. Unsupervised Learning and Matching

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Stochastic Search for Optimal Linear Representations of Images on Spaces with Orthogonality Constraints

      • Xiuwen Liu, Anuj Srivastava
      Pages 3-20

    3. Local PCA for Strip Line Detection and Thinning

      • Zhi-Yong Liu, Kai-Chun Chiu, Lei Xu
      Pages 21-34

    4. Curve Matching Using the Fast Marching Method

      • Max Frenkel, Ronen Basri
      Pages 35-51

    5. EM Algorithm for Clustering an Ensemble of Graphs with Comb Matching

      • Miguel Angel Lozano, Francisco Escolano
      Pages 52-67

    6. Information Force Clustering Using Directed Trees

      • Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, Jose C. Principe, Torbjørn Eltoft
      Pages 68-82

    7. Watershed-Based Unsupervised Clustering

      • Manuele Bicego, Marco Cristani, Andrea Fusiello, Vittorio Murino
      Pages 83-94

  3. Probabilistic Modelling

    1. Front Matter

      Pages 95-95
      Download chapter PDF

    2. Active Sampling Strategies for Multihypothesis Testing

      • Stéphane Herbin
      Pages 97-112

    3. Likelihood Based Hierarchical Clustering and Network Topology Identification

      • Rui Castro, Robert Nowak
      Pages 113-129

    4. Learning Mixtures of Tree-Unions by Minimizing Description Length

      • Andrea Torsello, Edwin R. Hancock
      Pages 130-146

    5. Image Registration and Segmentation by Maximizing the Jensen-Rényi Divergence

      • A. Ben Hamza, Hamid Krim
      Pages 147-163

    6. Asymptotic Characterization of Log-Likelihood Maximization Based Algorithms and Applications

      • Doron Blatt, Alfred Hero
      Pages 164-179

    7. Maximum Entropy Models for Skin Detection

      • Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi
      Pages 180-193

    8. Hierarchical Annealing for Random Image Synthesis

      • Simon K. Alexander, Paul Fieguth, Edward R. Vrscay
      Pages 194-210

    9. On Solutions to Multivariate Maximum α-Entropy Problems

      • Jose Costa, Alfred Hero, Christophe Vignat
      Pages 211-226

  4. Segmentation and Grouping

    1. Front Matter

      Pages 227-227
      Download chapter PDF

    2. Semi-supervised Image Segmentation by Parametric Distributional Clustering

      • Lothar Hermes, Joachim M. Buhmann
      Pages 229-245

    3. Path Variation and Image Segmentation

      • Pablo Andrés Arbeláez, Laurent D. Cohen
      Pages 246-260
Back to top

Other volumes

  1. Energy Minimization Methods in Computer Vision and Pattern Recognition

Keywords

Editors and Affiliations

  • Department of CISE, University of Florida, Gainesville, USA

    Anand Rangarajan

  • Instituto de Telecomunicações, Instituto Superior Técnico, T.U. Lisbon, Lisboa, Portugal

    Mário Figueiredo

  • ARIANA Research Group, INRIA/I3S, Sophia Antipolis, France

    Josiane Zerubia

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation