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Big Visual Data Analysis : Scene Classification and Geometric Labeling

CHEN, CHEN - Personal Name; YUZHUO, Ren - Personal Name; C.C,JAY, Kuo - Personal Name;

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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Detail Information
Series Title
-
Call Number
004
Publisher
Singapore : Springer Singapore., 2016
Collation
-
Language
English
ISBN/ISSN
978-981-10-0631-9
Classification
004
Content Type
-
Media Type
computer
Carrier Type
online resource
Edition
-
Subject(s)
DATA KOMPUTER
Specific Detail Info
-
Statement of Responsibility
Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo
Other Information
Cataloger
ratna
Source
https://link.springer.com/book/10.1007/978-981-10-0631-9
Validator
-
Other version/related

No other version available

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  • Big Visual Data Analysis : Scene Classification and Geometric Labeling
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