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Visual Content Indexing and Retrieval with Psycho-Visual Models

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Description

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.
Release date Australia
October 23rd, 2017
Contributors
  • Edited by Jenny Benois-Pineau
  • Edited by Patrick Le Callet
Pages
267
Edition
1st ed. 2017
Audience
  • Professional & Vocational
Illustrations
81 Illustrations, color; 24 Illustrations, black and white; XIV, 267 p. 105 illus., 81 illus. in color.
ISBN-13
9783319576862
Product ID
26766344

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