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...