Multimedia Systems and Applications

Visual Content Indexing and Retrieval with Psycho-Visual Models

Editors: Benois-Pineau, Jenny, Le Callet, Patrick (Eds.)

  • Provides a wide spread of visual tasks such as texture recognition, image retrieval, action recognition, content visualization and detection of visual digital content
  • Presents classical indexing models and the latest classification models such as Deep Neural Networks
  • Covers Visual Saliency for Visualization of Digital Paintings
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eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-57687-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-3-319-57686-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book provides a deep analysis and wide coverage of the very strong trend in computer vision and visual indexing and retrieval, covering such topics as incorporation of models of Human Visual attention into analysis and retrieval tasks. It makes the bridge between psycho-visual modelling of Human Visual System and the classical and most recent models in visual content indexing and retrieval.

The large spectrum of visual tasks, such as recognition of textures in static images, of actions in video content, image retrieval, different methods of visualization of images and multimedia content based on visual saliency are presented by the authors. Furthermore, the interest in visual content is modelled with the means of the latest classification models such as Deep Neural Networks is also covered in this book.

This book is an exceptional resource as a secondary text for researchers and advanced level students, who are involved in the very wide research in computer vision, visual information indexing and retrieval. Professionals working in this field will also be interested in this book as a reference.

Table of contents (10 chapters)

  • Visual Content Indexing and Retrieval with Psycho-Visual Models

    Callet, Patrick (et al.)

    Pages 1-10

  • Perceptual Texture Similarity for Machine Intelligence Applications

    Naser, Karam (et al.)

    Pages 11-41

  • Deep Saliency: Prediction of Interestingness in Video with CNN

    Chaabouni, Souad (et al.)

    Pages 43-74

  • Introducing Image Saliency Information into Content Based Indexing and Emotional Impact Analysis

    Gbehounou, Syntyche (et al.)

    Pages 75-101

  • Saliency Prediction for Action Recognition

    Dorr, Michael (et al.)

    Pages 103-124

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-57687-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-3-319-57686-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Visual Content Indexing and Retrieval with Psycho-Visual Models
Editors
  • Jenny Benois-Pineau
  • Patrick Le Callet
Series Title
Multimedia Systems and Applications
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-57687-9
DOI
10.1007/978-3-319-57687-9
Hardcover ISBN
978-3-319-57686-2
Edition Number
1
Number of Pages
XIV, 267
Number of Illustrations and Tables
24 b/w illustrations, 81 illustrations in colour
Topics