Roadside Video Data Analysis Deep Learning /

• Main Authors: Verma, Brijesh (Author), Zhang, Ligang (Author), Stockwell, David (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Series: Studies in Computational Intelligence, 711
• Subjects: Engineering.; User interfaces (Computer systems).; Computer graphics.; Computational intelligence.; Transportation engineering.; Traffic engineering.; Signal, Image and Speech Processing.; Computational Intelligence.; User Interfaces and Human Computer Interaction.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Transportation Technology and Traffic Engineering.

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...