Hidden Bibliographic Details
| Other authors / contributors: | Ren, Yuzhuo, author.
Kuo, C.-C. Jay (Chung-Chieh Jay), author.
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| ISBN: | 9789811006319
9811006318
9811006296
9789811006296
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| Digital file characteristics: | text file
PDF
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| Notes: | Includes bibliographical references.
English.
Online resource; title from PDF title page (SpringerLink, viewed March 1, 2016).
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| Summary: | This book offers an overview of traditional big visual data analysis approaches and provides state-of-the-art solutions for several scene comprehension problems, indoor/outdoor classification, outdoor scene classification, and outdoor scene layout estimation. It is illustrated with numerous natural and synthetic color images, and extensive statistical analysis is provided to help readers visualize big visual data distribution and the associated problems. Although there has been some research on big visual data analysis, little work has been published on big image data distribution analysis using the modern statistical approach described in this book. By presenting a complete methodology on big visual data analysis with three illustrative scene comprehension problems, it provides a generic framework that can be applied to other big visual data analysis tasks.
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| Other form: | Printed edition: 9789811006296
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| Standard no.: | 10.1007/978-981-10-0631-9
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