Compressed video action recognition with refined motion vectors

• Main Author: Yu, Shining
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/78259
• Institution: Nanyang Technological University

Although CNN has reached satisfactory performance in image-related tasks, using CNN to process videos is much more challenging due to the enormous size of raw video streams. In this Final Year Project, we propose to use motion vectors and residuals from modern video compression techniques to effecti...