Automated production of TV program trailer using electronic program guide
Proceedings of the 6th ACM international conference on Image and video retrieval
The trecvid 2007 BBC rushes summarization evaluation pilot
Proceedings of the international workshop on TRECVID video summarization
Rushes video summarization by object and event understanding
Proceedings of the international workshop on TRECVID video summarization
Evaluating audio skimming and frame rate acceleration for summarizing BBC rushes
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
The trecvid 2008 BBC rushes summarization evaluation
TVS '08 Proceedings of the 2nd ACM TRECVid Video Summarization Workshop
Exploring the utility of fast-forward surrogates for bbc rushes
TVS '08 Proceedings of the 2nd ACM TRECVid Video Summarization Workshop
Automatic Summarization of Rushes Video Using Bipartite Graphs
SAMT '08 Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
IEEE Transactions on Multimedia - Special issue on integration of context and content
Multi-document video summarization
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Proceedings of the 19th international conference on World wide web
Automatic summarization of rushes video using bipartite graphs
Multimedia Tools and Applications
Video summarization with visual and semantic features
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Evaluation constructs for visual video summaries
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Multimedia Tools and Applications
Video summarization via transferrable structured learning
Proceedings of the 20th international conference on World wide web
Automatic evaluation of video summaries
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Video summarization: techniques and classification
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Hi-index | 0.00 |
Compact representations of video data greatly enhances efficient video browsing. Such representations provide the user with information about the content of the particular sequence being examined while preserving the essential message. We propose a method to automatically generate video summaries using transcripts obtained by automatic speech recognition. We divide the full program into segments based on pause detection and derive a score for each segment, based on the frequencies of the words and bigrams it contains. Then, a summary is generated by selecting the segments with the highest score to duration ratios while at the same time maximizing the coverage of the summary over the full program. We developed an experimental design and a user study to judge the quality of the generated video summaries. We compared the informativeness of the proposed algorithm with two other algorithms for three different programs. The results of the user study demonstrate that the proposed algorithm produces more informative summaries than the other two algorithms