Visual Saliency Computation: A Machine Learning Perspective (Image Processing, Computer Vision, Pattern Recognition, and Graphics, Band 8408) - Softcover

 
9783319056418: Visual Saliency Computation: A Machine Learning Perspective (Image Processing, Computer Vision, Pattern Recognition, and Graphics, Band 8408)
Softcover
ISBN 10: 3319056417 ISBN 13: 9783319056418
Verlag: Springer, 2014

Inhaltsangabe

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.

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Von der hinteren Coverseite

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3319056417
ISBN 13 
9783319056418
Einband
Taschenbuch
Anzahl der Seiten
252
Herausgeber
Li Jia, Gao Wen
Kontakt zum Hersteller
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3
Heidelberg
69115
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783319056432: Visual Saliency Computation: A Machine Learning Perspective

Vorgestellte Ausgabe

ISBN 10:  3319056433 ISBN 13:  9783319056432
Verlag: Springer, 2014
Softcover