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Titlebook: Visual Saliency Computation; A Machine Learning P Jia Li,Wen Gao Book 2014 Springer International Publishing Switzerland 2014 artificial in

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发表于 2025-3-21 17:14:57 | 显示全部楼层 |阅读模式
书目名称Visual Saliency Computation
副标题A Machine Learning P
编辑Jia Li,Wen Gao
视频video
概述Written to be easily understood by a wide range of readers, from specialists in the field of visual saliency computation to general readers interested in computer science and cognitive psychology.Offe
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Visual Saliency Computation; A Machine Learning P Jia Li,Wen Gao Book 2014 Springer International Publishing Switzerland 2014 artificial in
描述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.
出版日期Book 2014
关键词artificial intelligence; benchmarks; computer vision; human cognition; human vision; image processing; inf
版次1
doihttps://doi.org/10.1007/978-3-319-05642-5
isbn_softcover978-3-319-05641-8
isbn_ebook978-3-319-05642-5Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer International Publishing Switzerland 2014
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978-3-319-05641-8Springer International Publishing Switzerland 2014
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Visual Saliency Computation978-3-319-05642-5Series ISSN 0302-9743 Series E-ISSN 1611-3349
发表于 2025-3-22 09:12:53 | 显示全部楼层
Introduction,pts and evidence from neurobiology and psychology. These pieces of evidence are concluded to support the computational saliency models in this book. At the end of this chapter, we present a structural overview of the book and briefly conclude the main contribution of our research.
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Mining Cluster-Specific Knowledge for Saliency Ranking,In this Chapter, we aim to explore how to mine the prior knowledge for various scene clusters. Moreover, we also propose to model the problem of visual saliency computation in a learning to rank framework, which is proved to be more effective than the classification and regression framework.
发表于 2025-3-23 00:32:29 | 显示全部楼层
Saliency-Based Applications,This Chapter introduces several saliency-based applications in the fields of computer vision and multimedia analysis. We aim to demonstrate that by simulating the saliency mechanism in human vision system, computer can process visual information as human vision system does and the processing results can better meet human perception.
发表于 2025-3-23 01:34:54 | 显示全部楼层
Jia Li,Wen GaoWritten to be easily understood by a wide range of readers, from specialists in the field of visual saliency computation to general readers interested in computer science and cognitive psychology.Offe
发表于 2025-3-23 05:42:15 | 显示全部楼层
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