DocumentCode
2650563
Title
Key Frame Extraction based on frame blocks differential accumulation
Author
Cao, Changqing ; Chen, Zehua ; Xie, Gang ; Lei, Shaoshuai
Author_Institution
Taiyuan Univ. of Technol., Taiyuan, China
fYear
2012
fDate
23-25 May 2012
Firstpage
3621
Lastpage
3625
Abstract
Key Frame Extraction is a key step for video content analysis and video retrieval. According to the motion of object and camera, a method of key frame extraction based on frame blocks differential accumulation with double thresholds is proposed. Firstly, image frames are partitioned into equal-sized sub-images. Then the blocks in current frames are compared with the corresponding blocks in last extracted key frame to detect weather their contents changed. At last, the key frames of the video can be determined by the number of blocks whose contents changed a lot. The experiment results show that this method has a satisfactory efficiency.
Keywords
cameras; content-based retrieval; feature extraction; image motion analysis; image segmentation; image sequences; video cameras; video retrieval; video signal processing; camera motion; double-thresholds; frame block differential accumulation; image frame partitioning; key frame extraction; object motion; subimages; video content analysis; video retrieval; Cameras; Color; Data mining; Feature extraction; Histograms; Image color analysis; Redundancy; Block; Double Thresholds; Frame Differential Accumulation; Key Frame;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location
Taiyuan
Print_ISBN
978-1-4577-2073-4
Type
conf
DOI
10.1109/CCDC.2012.6243092
Filename
6243092
Link To Document