Roadside video data analysis : deep learning

• Main Authors: Verma, Brijesh (Author), Zhang, Ligang (Author), Stockwell, David (Author)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer, 2017.
• Series: Studies in computational intelligence ; v. 711.
• Subjects: Machine learning.; Data mining.; Digital video > Data processing.; elektronické knihy; electronic books
• ISBN: 9789811045394; 9789811045387
• ISSN: 1860-949X ;
• Physical Description: 1 online resource (xxv, 189 pages) : illustrations (some color)

This book highlights the methods and applications for roadside video data analysis, with a particular focus on the use of deep learning to solve roadside video data segmentation and classification problems. It describes system architectures and methodologies that are specifically built upon learning...

Table of Contents:

• Chapter 1: Introduction
• Chapter 2: Roadside Video Data Analysis Framework
• Chapter 3: Non-Deep Learning Techniques for Roadside Video Data Analysis
• Chapter 4: Deep Learning Techniques for Roadside Video Data Analysis
• Chapter 5: Case Study: Roadside Video Data Analysis for Fire Risk Assessment
• Chapter 6: Conclusion and Future Insight
• References.