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Zhuo Lei

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Proceedings Article | 10 April 2018 Paper

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

Zhuo Lei, Qian Zhang, Chi Zheng, Guoping Qiu

Proceedings Volume 10615, 1061528 (2018) https://doi.org/10.1117/12.2302489

KEYWORDS: Video, Computer science, Distance measurement

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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.

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