DocumentCode :
1717056
Title :
Digital library creation based on wavelet coefficients for video stream indexing and retrieving
Author :
Farouk, H. ; Elsalamony, H.A.
Author_Institution :
Comput. & Syst. Dept., Electron. Res. Inst., Cairo, Egypt
Volume :
1
fYear :
2010
Abstract :
The increased availability and usage of on-line digital video has created a need for automated video content analysis techniques including indexing and retrieving. Most research on video content involves automatically detecting the boundaries between camera shots. After shot detection there is a need for shots indexing in a library which enables retrieving for the required stream based on shot. There is a need to build an efficient digital library for those shots, saving the proper features for each shot/frames, which will enable efficient retrieval for user´s requirement. This paper presents an automation technique for video indexing and creation of a digital library. We will present how to detect shots cuts and features, which will be saved for the video shots/frames. Also build a video digital library composed of the stream shots/frames plus wavelet coefficients for video stream shot´s key or all frames (for full search function in all frames of the indexed video). The digital library represents full video streams frames indexed into shots with overhead in the stored size just 16.2 % as wavelet coefficients. The retrieving efficiency for a shot while having an input frame is ranged from 100%, if the input frame is saved keyframe, down to 94% if the input frame is any other frame. Our digital library is valid for any number of video streams, any number of shots/ streams and any number of frames/shot.
Keywords :
digital libraries; indexing; library automation; video retrieval; video streaming; wavelet transforms; automated video content analysis; camera shot; digital library; shot detection; video stream indexing; video stream retrieving; wavelet coefficient; Indexing; Libraries; Matrix decomposition; Signal processing algorithms; Streaming media; Wavelet coefficients; digital library; shot cut; video indexing and retrieving; video stream; wavelet transformation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
Type :
conf
DOI :
10.1109/ICSPS.2010.5555592
Filename :
5555592
Link To Document :
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