Video Highlight Detection via Region-Based Deep Ranking Model

The video highlight detection task is to localize key elements (moments of user’s major or special interest) in a video. Most of the existing highlight detection approaches extract features from th...

[1]  Narendra Ahuja,et al.  Robust Visual Tracking Via Consistent Low-Rank Sparse Learning , 2014, International Journal of Computer Vision.

[2]  Chong-Wah Ngo,et al.  Video summarization and scene detection by graph modeling , 2005, IEEE Transactions on Circuits and Systems for Video Technology.

[3]  Changsheng Xu,et al.  Deep Relative Tracking , 2017, IEEE Transactions on Image Processing.

[4]  Masaharu Ogawa,et al.  A highlight scene detection and video summarization system using audio feature for a personal video recorder , 2005, IEEE Transactions on Consumer Electronics.

[5]  Vlad I. Morariu,et al.  Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos , 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

[6]  Ali Farhadi,et al.  Ranking Domain-Specific Highlights by Analyzing Edited Videos , 2014, ECCV.

[7]  Yongkun Wang,et al.  An Improved Keyframe Extraction Method Based on HSV Colour Space , 2013, J. Softw..

[8]  Yelena Yesha,et al.  Keyframe-based video summarization using Delaunay clustering , 2006, International Journal on Digital Libraries.

[9]  Geoffrey E. Hinton,et al.  ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.

[10]  Changsheng Xu,et al.  Matching-CNN meets KNN: Quasi-parametric human parsing , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[11]  Shuicheng Yan,et al.  Fashion Parsing With Weak Color-Category Labels , 2014, IEEE Transactions on Multimedia.

[12]  Surya Nepal,et al.  Automatic detection of 'Goal' segments in basketball videos , 2001, MULTIMEDIA '01.

[13]  M. Shamim Hossain,et al.  Deep Relative Attributes , 2016, IEEE Transactions on Multimedia.

[14]  Yifan Zhang,et al.  Highlight ranking for sports video browsing , 2005, MULTIMEDIA '05.

[15]  Anoop Gupta,et al.  Automatically extracting highlights for TV Baseball programs , 2000, ACM Multimedia.