Kniha Visual Saliency Computation Jia Li

Visual Saliency Computation

A Machine Learning Perspective

Autor: Jia Li, Wen Gao
Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 147
This book covers fundamental principles and computational approaches relevant to visual saliency com...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2014
Stránek
240
EAN
9783319056418
ISBN
3319056417
Enbook ID
02530054
Hmotnost
388
Rozměry
175 x 235 x 15

Kompletní popis

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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