The week's pick
Reseach Article
Review of Keyframe Extraction Techniques for Video Summarization
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 180 - Number 39 |
| Year of Publication: 2018 |
| Authors: Akshay Deshpande, Vedang Bamnote, Bhakti Patil, Ashvini A. Tonge |
10.5120/ijca2018917042
|
Akshay Deshpande, Vedang Bamnote, Bhakti Patil, Ashvini A. Tonge . Review of Keyframe Extraction Techniques for Video Summarization. International Journal of Computer Applications. 180, 39 ( May 2018), 40-43. DOI=10.5120/ijca2018917042
Abstract
Video summarization methods tries to capture main parts, scenes and objects from specified video to have better video analysis. Two main goals of video summarization are deletion of redundant frames and extracting key frames from video. Video summarization can use different statistical measures such as mean, kurtosis and skewness for comparing each frame with next frame to calculate key frame. Key frames are crucial frames in the video. There are different methods to extract key frames from video and some of them are compared in this paper. The frame which satisfies threshold value will be considered as key frame and such key frames will then combined to form short summary.
References
- D. K. Park, Y. S. Jeon, and C. S. Won, “Efficient use of local edge histogram descriptor,” in Proceedings of ACM Workshops on Multimedia, 2000, pp. 51–54.
- Yan Yang, Farhad Dadgostar, Conrad Sanderson, Brian C. Lovell, “Summarisation of Surveillance Videos by Key-frame Selection,” The University of Queensland, School of ITEE, QLD 4072, Australia.
- Dr.Sudeep.D.Thepade, “Novel Method for Keyframe Extraction using Block Truncation Coding and Mean Square Error”, Pimpri Chinchwad Colllege of Engg, Pune, India.
- Chanquing Cao, Zehua Chen, Gang Xie, Shaoshuai Lei, “Key Frame Extraction Based on Frame Blocks Differential Accumulation,” Taiyuan University of Technology, Taiyuan, 030024, China.
- S. Behzad, C. D. Gibbon. Automatic generation of pictorial transcripts of video programs, Proc. SPIE. 512-518, 1995.
- Y. Z. Ma, Y. L. Chang, H. Yuan. Key-frame extraction based on motion acceleration, Optical Engineering, Vol.47, No.9,2008.
- L. Pan, X. J. Wu, Video shot segmentation and key frame extraction based on clustering, Infared and Laser Engineering, Vol.34, No.3, 341-344, 2005.
- S. R. Badre and S. D. Thepade, "Summarization with key frame extraction using thepade's sorted n-ary block truncation coding applied on haar wavelet of video frame," 2016 Conference on Advances in Signal Processing (CASP), Pune, 2016, pp. 332-336.
- A. A. Tonge and S. D. Thepade, "Key frame extraction for video content summarization using orthogonal transforms and fractional energy coefficients," 2015 International Conference on Information Processing (ICIP), Pune, 2015, pp. 642-646.
- S. D. Thepade and P. H. Patil, "Novel visual content summarization in videos using keyframe extraction with Thepade's Sorted Ternary Block truncation Coding and Assorted similarity measures," 2015 International Conference on Communication, Information & Computing Technology (ICCICT), Mumbai, 2015, pp. 1-5
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