deep-learning

Video Summary

Video summarization has been one of research topics that require deep understanding of video content. We explore various methods for automatic video summarization and also the limitation of current datasets.

Knowledge VQA

Visual question answering (VQA) with knowledge is a task that requires knowledge to answer questions on images/video. This additional requirement of knowledge poses an interesting challenge on top of the classic VQA tasks.

Summarization of user-generated sports video by using deep action recognition features

Automatically generating a summary of a sports video poses the challenge of detecting interesting moments, or highlights, of a game. Traditional sports video summarization methods leverage editing conventions of broadcast sports video that facilitate …