Compressed video action recognition with refined motion vectors

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...

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Bibliographic Details
Main Author: Yu, Shining
Other Authors: Jiang Xudong
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/78259
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Institution: Nanyang Technological University
Language: English