A novel sub-shot segmentation method for user-generated video

Zhuo Lei; Qian Zhang; Chi Zheng; Guoping Qiu

doi:10.1117/12.2302489

10 April 2018 A novel sub-shot segmentation method for user-generated video

Zhuo Lei, Qian Zhang, Chi Zheng, Guoping Qiu

Proceedings Volume 10615, Ninth International Conference on Graphic and Image Processing (ICGIP 2017); 1061528 (2018) https://doi.org/10.1117/12.2302489
Event: Ninth International Conference on Graphic and Image Processing, 2017, Qingdao, China

Abstract

With the proliferation of the user-generated videos, temporal segmentation is becoming a challengeable problem. Traditional video temporal segmentation methods like shot detection are not able to work on unedited user-generated videos, since they often only contain one single long shot. We propose a novel temporal segmentation framework for user-generated video. It finds similar frames with a tree partitioning min-Hash technique, constructs sparse temporal constrained affinity sub-graphs, and finally divides the video into sub-shot-level segments with a dense-neighbor-based clustering method. Experimental results show that our approach outperforms all the other related works. Furthermore, it is indicated that the proposed approach is able to segment user-generated videos at an average human level.

Citation Download Citation

Zhuo Lei, Qian Zhang, Chi Zheng, and Guoping Qiu "A novel sub-shot segmentation method for user-generated video", Proc. SPIE 10615, Ninth International Conference on Graphic and Image Processing (ICGIP 2017), 1061528 (10 April 2018); https://doi.org/10.1117/12.2302489

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available