DocumentCode :
1661797
Title :
Key Frame Extraction from MPEG Video Stream
Author :
Liu, Guozhu ; Zhao, Junming
Author_Institution :
Coll. of Inf. Sci. & Technol., Qingdao Univ. of Sci. & Technol., Qingdao, China
fYear :
2010
Firstpage :
423
Lastpage :
427
Abstract :
In order to extract valid information from video, process video data efficiently, and reduce the transfer stress of network, more and more attention is being paid to the video processing technology. The amount of data in video processing is significantly reduced by using video segmentation and key-frame extraction. So, these two technologies have gradually become the focus of research. With the features of MPEG compressed video stream, a new method is presented for extracting key frames. Firstly, an improved histogram matching method is used for video segmentation. Secondly, the key frames are extracted utilizing the features of I-frame, P-frame and B-frame for each sub-lens. Fidelity and compression ratio are used to measure the validity of the method. Experimental results show that the extracted key frames can summarize the salient content of the video and the method is of good feasibility, high efficiency, and high robustness.
Keywords :
data compression; feature extraction; image segmentation; video coding; B-frame; I-frame; MPEG compressed video stream; P-frame; histogram matching method; key frame extraction; salient content; video data; video processing technology; video segmentation; Data mining; Feature extraction; Histograms; Image color analysis; Signal processing algorithms; Streaming media; Transform coding; MPEG coding; histogram; key frame; shot segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Processing (ISIP), 2010 Third International Symposium on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-8627-4
Type :
conf
DOI :
10.1109/ISIP.2010.63
Filename :
5669117
Link To Document :
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