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video-summarization's Introduction

Video-summarization

Codes

Please download the seqDPP folder for the codes of our paper

Boqing Gong *, Wei-Lun Chao *, Kristen Grauman, and Fei Sha, “Diverse sequential subset selection for supervised video summarization,” NIPS, 2014

Please follow the Readme_seqDPP.txt in seqDPP for installation.

Data

The following is the link to download the data used in our papers

Wei-Lun Chao *, Boqing Gong *, Kristen Grauman, and Fei Sha, “Large-margin determinantal point processes,” UAI, 2015

Boqing Gong *, Wei-Lun Chao *, Kristen Grauman, and Fei Sha, “Diverse sequential subset selection for supervised video summarization,” NIPS, 2014

https://www.dropbox.com/s/bpy41o2zglk4ka4/video_summarization.zip?dl=0

The zip file provides the oracle/ground set/features we use for video summarization on the OVP and YouTube dataset provided by

S. E. F. de Avila, A. P. B. Lopes, A. da Luz, and A. de Albuquerque Ara´ujo, "Vsumm: A mechanism designed to produce static video summaries and a novel evaluation method," Pattern Recognition Letters, 32(1):56–68, 2011.

The original videos/user groundtruths/evaluation package can be downloaded from the authors' project page https://sites.google.com/site/vsummsite/

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