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Pattern Recognition Applications and Methods

7th International Conference, ICPRAM 2018, Funchal, Madeira, Portugal, January 16-18, 2018, Revised Selected Papers

  • Maria De Marsico
  • Gabriella Sanniti di Baja
  • Ana Fred
Conference proceedings ICPRAM 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11351)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11351)

Table of contents

  1. Front Matter
    Pages I-XVI
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  2. Theory and Methods

    1. Front Matter
      Pages 1-1
      PDF
    2. Street2Fashion2Shop: Enabling Visual Search in Fashion e-Commerce Using Studio Images
      Julia Lasserre, Christian Bracher, Roland Vollgraf
      Pages 3-26
    3. Interactive Design Support for Architecture Projects During Early Phases Based on Recurrent Neural Networks
      Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel
      Pages 27-43
    4. CNN-Based Deep Spatial Pyramid Match Kernel for Classification of Varying Size Images
      Shikha Gupta, Manjush Mangal, Akshay Mathew, Dileep Aroor Dinesh, Arnav Bhavsar, Veena Thenkanidiyoor
      Pages 44-64
    5. Earth Mover’s Distance Between Rooted Labeled Unordered Trees Formulated from Complete Subtrees
      Taiga Kawaguchi, Takuya Yoshino, Kouichi Hirata
      Pages 65-88
    6. TIMIT and NTIMIT Phone Recognition Using Convolutional Neural Networks
      Cornelius Glackin, Julie Wall, Gérard Chollet, Nazim Dugan, Nigel Cannings
      Pages 89-100
    7. An Efficient Hashing Algorithm for NN Problem in HD Spaces
      Faraj Alhwarin, Alexander Ferrein, Ingrid Scholl
      Pages 101-115
    8. Stochastic Analysis of Time-Difference and Doppler Estimates for Audio Signals
      Gabrielle Flood, Anders Heyden, Kalle Åström
      Pages 116-138

  3. Applications

    1. Front Matter
      Pages 139-139
      PDF
    2. Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods
      Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Kevin Kielholz, Dorit Merhof
      Pages 141-163
    3. Video Activity Recognition Using Sequence Kernel Based Support Vector Machines
      Sony S. Allappa, Veena Thenkanidiyoor, Dileep Aroor Dinesh
      Pages 164-185
    4. Visual Cryptography for Detecting Hidden Targets by Small-Scale Robots
      Danilo Avola, Luigi Cinque, Gian Luca Foresti, Daniele Pannone
      Pages 186-201
  4. Back Matter
    Pages 203-203
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About these proceedings

Introduction

This book contains revised and extended versions of selected papers from the 7th International Conference on Pattern Recognition, ICPRAM 2018, held in Porto, Portugal, in January 2018. The 10 full papers presented were carefully reviewed and selected from 102 initial submissions.

The core of ICPRAM  is intended to include theoretical studies yielding new insights in Pattern Recognition methods, as well as experimental validation and concrete application of Pattern Recognition techniques to real-world problems.


Keywords

Computer Science Informatics Conference Proceedings Research Applications Artificial Intelligence Computer Vision Signal Processing Artificial Intelligence Signal Processing

Editors and affiliations

  • Maria De Marsico
    • 1
  • Gabriella Sanniti di Baja
    • 2
  • Ana Fred
    • 3
  1. 1.Computer ScienceSapienza University of RomeRomeItaly
  2. 2.ICAR-CNRNaplesItaly
  3. 3.University of LisbonLisbonPortugal

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-05499-1
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-05498-4
  • Online ISBN 978-3-030-05499-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site