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Computer Recognition Systems 4

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. Robert Burduk

    1. Department of Systems and Computer Networks, Wroclaw University of Technology, Wroclaw, Poland

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  2. Marek Kurzyński

    1. Department of Systems and Computer Networks, Wroclaw University of Technology, Wroclaw, Poland

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  3. Michał Woźniak

    1. Department of Systems and Computer Networks, Faculty of Electronics, Wroclaw University of Technology, Wroclaw, Poland

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  4. Andrzej Żołnierek

    1. Department of Systems and Computer Networks, Wroclaw University of Technology, Wroclaw, Poland

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  • Recent research on Computer Recognition Systems
  • Proceedings of the 7th International Conference on Computer Recognition Systems CORES 2011 held in Wroclaw, Poland, in May of 2011
  • Written by leading experts in the field

Part of the book series: Advances in Intelligent and Soft Computing (AINSC, volume 95)

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Table of contents (78 papers)

  1. Front Matter

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  2. BIOMETRICS

    1. Front Matter

      Pages 1-1
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    2. On-Line Signature Recognition Based on Reduced Set of Points

      • Iwona Kostorz, Rafal Doroz
      Pages 3-11

    3. Pose Invariant Face Recognition Method Using Stereo Vision

      • Jacek Komorowski, Przemyslaw Rokita
      Pages 13-22

    4. Subspace Algorithms for Face Verification

      • Maciej Smiatacz
      Pages 23-31

    5. Fingerprint Orientation Field Enhancement

      • Lukasz Wieclaw
      Pages 33-40

    6. Lip Print Recognition Based on Mean Differences Similarity Measure

      • Lukasz Smacki, Krzysztof Wrobel
      Pages 41-49

    7. Human Vein Pattern Correlation - A Comparison of Segmentation Methods

      • Rafał Kabaciński, Mateusz Kowalski
      Pages 51-59

    8. Knuckle Recognition for Human Identification

      • Michał Choraś, Rafał Kozik
      Pages 61-70

  3. FEATURES, LEARNING AND CLASSIFIERS

    1. Front Matter

      Pages 71-71
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    2. Modified Ranked Order Adaptive Median Filter for Impulse Noise Removal

      • Anna Fabijańska
      Pages 73-82

    3. Conceptual Design with the Use of Graph-Based Structures

      • Grażyna Ślusarczyk
      Pages 83-90

    4. Estimation of Tolerance Relation on the Basis of Pairwise Comparisons

      • Leszek Klukowski
      Pages 91-98

    5. Radial Basis Function Kernel Optimization for Pattern Classification

      • Paweł Chudzian
      Pages 99-108

    6. Evaluation of Reliability of a Decision-Making Process Based on Pattern Recognition

      • Artur Sierszeń, Łukasz Sturgulewski
      Pages 109-118

    7. Prototype Extraction of a Single-Class Area for the Condensed 1-NN Rule

      • Marcin Raniszewski
      Pages 119-125

    8. Robust Nonparametric Regression with Output in SO(3)

      • Grzegorz Jabłoński
      Pages 127-136

    9. Time Series Prediction with Periodic Kernels

      • Marcin Michalak
      Pages 137-146

    10. Unified View of Decision Tree Learning Machines for the Purpose of Meta-learning

      • Krzysztof Grąbczewski
      Pages 147-155

    11. Designing Structured Sparse Dictionaries for Sparse Representation Modeling

      • G. Tessitore, R. Prevete
      Pages 157-166
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Keywords

About this book

The computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book is the most comprehensive study of this field. It contains a collection of 78 carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:

  • Biometrics,
  • Features, learning and classifiers,
  • Image processing and computer vision,
  • Knowledge acquisition based on reasoning methods
  • Medical applications,
  • Miscellaneous applications,

This book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be as well researchers as students of computer science, artificial intelligence or robotics.

Editors and Affiliations

  • Department of Systems and Computer Networks, Wroclaw University of Technology, Wroclaw, Poland

    Robert Burduk, Marek Kurzyński, Andrzej Żołnierek

  • Department of Systems and Computer Networks, Faculty of Electronics, Wroclaw University of Technology, Wroclaw, Poland

    Michał Woźniak

Bibliographic Information

  • Book Title: Computer Recognition Systems 4

  • Editors: Robert Burduk, Marek Kurzyński, Michał Woźniak, Andrzej Żołnierek

  • Series Title: Advances in Intelligent and Soft Computing

  • DOI: https://doi.org/10.1007/978-3-642-20320-6

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Berlin Heidelberg 2011

  • Softcover ISBN: 978-3-642-20319-0Published: 05 April 2011

  • eBook ISBN: 978-3-642-20320-6Published: 21 April 2011

  • Series ISSN: 1867-5662

  • Series E-ISSN: 1867-5670

  • Edition Number: 1

  • Number of Pages: XIV, 782

  • Number of Illustrations: 324 b/w illustrations, 5 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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