Big Visual Data Analysis : Scene Classification and Geometric Labeling
Chen, Chen
Big Visual Data Analysis : Scene Classification and Geometric Labeling by Chen Chen, Yuzhuo Ren, C-C Jay Kuo - 1st ed. - Singapore Springer 2016 - 1 recurso en línea (X, 122 p.) 94 il., 12 il. col. - SpringerBriefs in Electrical and Computer Engineering 2191-8112 .
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.
9789811006319
Visión por ordenador
TA1634 / .C446 2016 EB
621.382
Big Visual Data Analysis : Scene Classification and Geometric Labeling by Chen Chen, Yuzhuo Ren, C-C Jay Kuo - 1st ed. - Singapore Springer 2016 - 1 recurso en línea (X, 122 p.) 94 il., 12 il. col. - SpringerBriefs in Electrical and Computer Engineering 2191-8112 .
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.
9789811006319
Visión por ordenador
TA1634 / .C446 2016 EB
621.382