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Structural, Syntactic, and Statistical Pattern Recognition

Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings

  • Conference proceedings
  • © 2008

Overview

Editors:
  1. Niels Vitoria Lobo

    1. University of Central Florida School of Electrical Engineering and Computer Science, Orlando, Florida, USA

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  2. Takis Kasparis

    1. University of Central Florida Orlando, Florida, USA

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  3. Fabio Roli

    1. Department of Electrical and Electronic Engineering , University of Cagliari, Cagliari, Italy

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  4. James T. Kwok

    1. Department of Computer Science Hong Kong, University of Science and Technology, Hong Kong, China

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  5. Michael Georgiopoulos

    1. University of Central Florida Orlando, Florida, USA

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  6. Georgios C. Anagnostopoulos

    1. Department of Electrical and Computer Engineering, Melbourne Florida Institute of Technology, Florida, USA

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  7. Marco Loog

    1. Delft University of Technology, Delft, The Netherlands and University of Copenhagen, Copenhagen, Denmark

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5342)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

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Table of contents (103 papers)

  1. Front Matter

    Download chapter PDF

  2. Invited Talks (Abstracts)

    1. Data Complexity Analysis: Linkage between Context and Solution in Classification

      • Tin Kam Ho
      Pages 1-1

    2. Graph Classification on Dissimilarity Space Embedding

      • Horst Bunke, Kaspar Riesen
      Pages 2-2

    3. Markov Logic: A Unifying Language for Structural and Statistical Pattern Recognition

      • Pedro Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matt Richardson, Parag Singla et al.
      Pages 3-3

    4. Linear Discriminant Classifier (LDC) for Streaming Data with Concept Drift

      • Ludmila I. Kuncheva, Indre Zliobaite
      Pages 4-4

  3. SSPR

    1. Graph-Based Methods (Special Session)

      1. Graph Edit Distance without Correspondence from Continuous-Time Quantum Walks
        • David Emms, Richard C. Wilson, Edwin R. Hancock
        Pages 5-14
      2. Exact Median Graph Computation Via Graph Embedding
        • Miquel Ferrer, Ernest Valveny, Francesc Serratosa, Horst Bunke
        Pages 15-24
      3. Similarity Invariant Delaunay Graph Matching
        • Dongjoe Shin, Tardi Tjahjadi
        Pages 25-34
      4. An Inexact Graph Comparison Approach in Joint Eigenspace
        • Wan-Jui Lee, Robert P. W. Duin
        Pages 35-44
      5. A Vectorial Representation for the Indexation of Structural Informations
        • Nicolas Sidere, Pierre Heroux, Jean-Yves Ramel
        Pages 45-54

    2. Probabilistic and Stochastic Structural Models for PR

      1. Stochastic Text Models for Music Categorization
        • Carlos Pérez-Sancho, David Rizo, José M. Iñesta
        Pages 55-64
      2. Efficient Pruning of Probabilistic Automata
        • Franck Thollard, Baptiste Jeudy
        Pages 65-75
      3. Position Models and Language Modeling
        • Arnaud Zdziobeck, Franck Thollard
        Pages 76-85
      4. Melody Recognition with Learned Edit Distances
        • Amaury Habrard, José Manuel Iñesta, David Rizo, Marc Sebban
        Pages 86-96
      5. Context First
        • Daniel Heesch, Robby Tan, Maria Petrou
        Pages 97-106

    3. Image and Video Analysis

      1. Activity Representation in Crowd
        • Yunqian Ma, Petr Cisar
        Pages 107-116
      2. 3D Object Recognition Using Hyper-Graphs and Ranked Local Invariant Features
        • Shengping Xia, Edwin R. Hancock
        Pages 117-126
      3. Image Matching with Spatially Variant Contrast and Offset: A Quadratic Programming Approach
        • Alexander Shorin, Georgy Gimel’farb, Patrice Delmas, Jonh Morris
        Pages 127-136
      4. Natural Versus Artificial Scene Classification by Ordering Discrete Fourier Power Spectra
        • Giovanni Maria Farinella, Sebastiano Battiato, Giovanni Gallo, Roberto Cipolla
        Pages 137-146
      5. Fuzzy ART for Relatively Fast Unsupervised Image Color Quantization
        • Nicholas Shorter, Takis Kasparis
        Pages 147-156
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  1. Structural, Syntactic, and Statistical Pattern Recognition

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About this book

This volume in the Springer Lecture Notes in Computer Science (LNCS) series contains 98 papers presented at the S+SSPR 2008 workshops. S+SSPR 2008 was the sixth time that the SPR and SSPR workshops organized by Technical Committees, TC1 and TC2, of the International Association for Pattern Rec- nition (IAPR) wereheld as joint workshops. S+SSPR 2008was held in Orlando, Florida, the family entertainment capital of the world, on the beautiful campus of the University of Central Florida, one of the up and coming metropolitan universities in the USA. S+SSPR 2008 was held during December 4–6, 2008 only a few days before the 19th International Conference on Pattern Recog- tion(ICPR2008),whichwasheldin Tampa,onlytwo hoursawayfromOrlando, thus giving the opportunity of both conferences to attendees to enjoy the many attractions o?ered by two neighboring cities in the state of Florida. SPR 2008 and SSPR 2008 received a total of 175 paper submissions from many di?erent countries around the world,thus giving the workshop an int- national clout, as was the case for past workshops. This volume contains 98 accepted papers: 56 for oral presentations and 42 for poster presentations. In addition to parallel oral sessions for SPR and SSPR, there was also one joint oral session with papers of interest to both the SPR and SSPR communities. A recent trend that has emerged in the pattern recognition and machine lea- ing research communities is the study of graph-based methods that integrate statistical andstructural approaches.

Editors and Affiliations

  • University of Central Florida School of Electrical Engineering and Computer Science, Orlando, Florida, USA

    Niels Vitoria Lobo

  • University of Central Florida Orlando, Florida, USA

    Takis Kasparis, Michael Georgiopoulos

  • Department of Electrical and Electronic Engineering , University of Cagliari, Cagliari, Italy

    Fabio Roli

  • Department of Computer Science Hong Kong, University of Science and Technology, Hong Kong, China

    James T. Kwok

  • Department of Electrical and Computer Engineering, Melbourne Florida Institute of Technology, Florida, USA

    Georgios C. Anagnostopoulos

  • Delft University of Technology, Delft, The Netherlands and University of Copenhagen, Copenhagen, Denmark

    Marco Loog

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