Visual Content Indexing and Retrieval with Psycho-Visual Models

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.

Summary

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.

Product details

• Assisted by: Jenny Benois-Pineau (Editor), Patrick le Callet (Editor), Patrick Le Callet (Editor), Jenn Benois-Pineau (Editor), Le Callet (Editor), Le Callet (Editor)
• Publisher: Springer, Berlin
• Content: Book
• Product form: Hardback
• Publication date: 31.07.2017
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > Application software
• EAN: 9783319576862
• ISBN: 978-3-31-957686-2
• Pages: 267
• Illustrations: XIV, 267 p. 105 illus., 81 illus. in color.
• Dimensions (packing): 16 x 2.2 x 24.3 cm
• Weight (packing): 538 g
• Series: Multimedia Systems and Applications; Multimedia Systems and Applications
• Subjects: B, Künstliche Intelligenz, Artificial Intelligence, Grafische und digitale Media-Anwendungen, Data Warehousing, Informationsrückgewinnung, Information Retrieval, computer science, Information Retrieval, Computer Vision, Image Processing and Computer Vision, Multimedia Information Systems, Optical data processing, Graphical & digital media applications, Information Storage and Retrieval, Graphical and digital media applications