Title :
A Novel Approach for Shot Boundary Detection and Key Frames Extraction
Author :
Zhao Guang-sheng
Author_Institution :
Dept. of Phys., Dezhou Univ., Dezhou
Abstract :
This paper presents novel algorithms for shot boundary detection and key frames extraction. The algorithm differs from conventional methods mainly in the use of image segmentation and attention model. Matching difference between two consecutive frames is computed with different weights. Shot boundaries are detected with automatic threshold. Key frame is extracted by using reference frame-based approach. Experimental results show improved performance of shot boundary detection by using the proposed algorithms, and key frames represent satisfactorily shot content.
Keywords :
feature extraction; image segmentation; image segmentation; key frames extraction; reference frame-based approach; shot boundary detection; Computer vision; Data mining; Face detection; Gunshot detection systems; Histograms; Image segmentation; Information analysis; Information technology; Motion detection; Physics; automatic threshold; key frame; shot boundary detection;
Conference_Titel :
MultiMedia and Information Technology, 2008. MMIT '08. International Conference on
Conference_Location :
Three Gorges
Print_ISBN :
978-0-7695-3556-2
DOI :
10.1109/MMIT.2008.28