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Visual Saliency Computation

A Machine Learning Perspective

Jia Li editor Wen Gao editor

Format:Paperback

Publisher:Springer International Publishing AG

Published:15th May '14

Currently unavailable, and unfortunately no date known when it will be back

Visual Saliency Computation cover

This book covers fundamental principles and computational approaches relevant to visual saliency computation. As an interdisciplinary problem, visual saliency computation is introduced in this book from an innovative perspective that combines both neurobiology and machine learning. The book is also well-structured to address a wide range of readers, from specialists in the field to general readers interested in computer science and cognitive psychology. With this book, a reader can start from the very basic question of "what is visual saliency?" and progressively explore the problems in detecting salient locations, extracting salient objects, learning prior knowledge, evaluating performance, and using saliency in real-world applications. It is highly expected that this book will spark a great interest of research in the related communities in years to come.

ISBN: 9783319056418

Dimensions: unknown

Weight: 3869g

240 pages

2014 ed.