Big Visual Data Analysis Scene Classification and Geometric Labeling /

• Main Authors: Chen, Chen (Author), Ren, Yuzhuo (Author), Kuo, C.-C. Jay (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: SpringerBriefs in Electrical and Computer Engineering,
• Subjects: Engineering.; Image processing.; Mathematics.; Visualization.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.

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...

Table of Contents:

• Introduction
• Scene Understanding Datasets
• Indoor/Outdoor classification with Multiple Experts
• Outdoor Scene Classification Using Labeled Segments
• Global-Attributes Assisted Outdoor Scene Geometric Labeling
• Conclusion and Future Work.