Object Categorization: Computer and Human Vision Perspectives

Object Categorization: Computer and Human Vision Perspectives

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Sep 7, 2009 · 英語 · ハードカバー (552 ページ)
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形式 ハードカバー
ページ数 552
言語 英語
公開されました Sep 7, 2009
出版社 Cambridge University Press
ISBN-10 0521887380
ISBN-13 9780521887380

説明

This volume explores the intricate relationship between computer vision and human perception in the realm of object categorization. Contributors from diverse backgrounds offer insights into how both machines and humans interpret visual stimuli, highlighting the challenges and advancements in each domain. Through a blend of theoretical frameworks and practical applications, it seeks to bridge the gap between artificial intelligence and biological processes.

With contributions from experts in their respective fields, the text delves into the cognitive mechanisms underpinning human visual processing while also examining the capabilities and limitations of machine learning models. Readers are invited to consider not only the technological advancements in object recognition but also how understanding human cognition can inform the development of more robust algorithms.

Overall, this compilation serves as a comprehensive resource for researchers and practitioners alike, advocating for a collaborative approach in enhancing both computer and human vision systems. Its multidisciplinary nature encourages ongoing dialogue between disciplines, fostering innovation in visual object recognition technology.

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