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Pattern Recognition: Applications and Methods

4th International Conference, ICPRAM 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected Papers

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Ana Fred

    1. Technical University of Lisbon, Lisbon, Portugal

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  2. Maria De Marsico

    1. Sapienza Università di Roma, Roma, Italy

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  3. Mário Figueiredo

    1. Instituto Superior Técnico, Instituto de Telecomunicações, Lisbon, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9493)

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

Included in the following conference series:

Conference proceedings info: ICPRAM 2015.

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Table of contents (18 papers)

  1. Front Matter

    Pages I-XVI
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  2. Invited Paper

    1. Front Matter

      Pages 1-1
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    2. 3D Computer Vision: From Points to Concepts

      • Luís A. Alexandre
      Pages 3-14

  3. Theory and Methods

    1. Front Matter

      Pages 15-15
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    2. Density Difference Detection with Application to Exploratory Visualization

      • Marko Rak, Tim König, Johannes Steffen, Dirk Joachim Lehmann, Klaus-Dietz Tönnies
      Pages 17-34

    3. Identifying and Mitigating Labelling Errors in Active Learning

      • Mohamed-Rafik Bouguelia, Yolande Belaïd, Abdel Belaïd
      Pages 35-51

    4. A Holistic Classification Optimization Framework with Feature Selection, Preprocessing, Manifold Learning and Classifiers

      • Fabian Bürger, Josef Pauli
      Pages 52-68

    5. Feature Extraction and Learning Using Context Cue and Rényi Entropy Based Mutual Information

      • Hong Pan, Søren Ingvor Olsen, Yaping Zhu
      Pages 69-88

    6. Detection of Abrupt Changes in Spatial Relationships in Video Sequences

      • Abdalbassir Abou-Elailah, Valerie Gouet-Brunet, Isabelle Bloch
      Pages 89-106

    7. Diffusion-Based Similarity for Image Analysis

      • Jan Gaura, Eduard Sojka
      Pages 107-123

    8. Automatic Detection and Recognition of Symbols and Text on the Road Surface

      • Jack Greenhalgh, Majid Mirmehdi
      Pages 124-140

  4. Applications

    1. Front Matter

      Pages 141-141
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    2. Using BLSTM for Spotting Regular Expressions in Handwritten Documents

      • Gautier Bideault, Luc Mioulet, Clément Chatelain, Thierry Paquet
      Pages 143-157

    3. A Similarity-Based Color Descriptor for Face Detection

      • Eyal Braunstain, Isak Gath
      Pages 158-171

    4. Pose Estimation and Movement Detection for Mobility Assessment of Elderly People in an Ambient Assisted Living Application

      • Julia Richter, Christian Wiede, Gangolf Hirtz
      Pages 172-184

    5. A Non-rigid Face Tracking Method for Wide Rotation Using Synthetic Data

      • Ngoc-Trung Tran, Fakhreddine Ababsa, Maurice Charbit
      Pages 185-198

    6. 3-D Face Recognition Using Geodesic-Map Representation and Statistical Shape Modelling

      • Wei Quan, Bogdan J. Matuszewski, Lik-Kwan Shark
      Pages 199-212

    7. Learning Discriminative Mid-Level Patches for Fast Scene Classification

      • Angran Lin, Xuhui Jia, Kwok Ping Chan
      Pages 213-228

    8. Modification of Polyp Size and Shape from Two Endoscope Images Using RBF Neural Network

      • Yuji Iwahori, Seiya Tsuda, Robert J. Woodham, M. K. Bhuyan, Kunio Kasugai
      Pages 229-246

    9. Detecting and Dismantling Composite Visualizations in the Scientific Literature

      • Po-Shen Lee, Bill Howe
      Pages 247-266
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  1. Pattern Recognition: Applications and Methods

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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Conference on Pattern Recognition, ICPRAM 2015, held in Lisbon, Portugal, in January 2015.

 

The 20 revised full papers were carefully reviewed and selected from 145 submissions and describe up-to-date applications of pattern recognition techniques to real-world problems, interdisciplinary research, experimental and/or theoretical studies yielding new insights that advance pattern recognition methods.


Editors and Affiliations

  • Technical University of Lisbon, Lisbon, Portugal

    Ana Fred

  • Sapienza Università di Roma, Roma, Italy

    Maria De Marsico

  • Instituto Superior Técnico, Instituto de Telecomunicações, Lisbon, Portugal

    Mário Figueiredo

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