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Aidean Sharghi

2 accepted papers

2018

Improving Sequential Determinantal Point Processes for Supervised Video Summarization

ECCV 2018poster

It is now much easier than ever before to produce videos. While the ubiquitous video data is a great source for information discovery and extraction, the computational challenges are unparalleled. Automatically summarizing the videos has become a substantial need for browsing, searching, and indexin…

Cited by 60SourcePDFScholar
2017

Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach

CVPR 2017poster

Recent years have witnessed a resurgence of interest in video summarization. However, one of the main obstacles to the research on video summarization is the user subjectivity --- users have various preferences over the summaries. The subjectiveness causes at least two problems. First, no single vid…

Cited by 164PDFScholar