DocumentCode :
454928
Title :
A Fast DCT Domain Based Video Downscaling System
Author :
Porwal, Sudhir ; Mukhopadhyay, Jayanta
Author_Institution :
Image Anal. Center, Defence Electron. Applications Lab., Dehra Dun
Volume :
2
fYear :
2006
fDate :
14-19 May 2006
Abstract :
In many multi-media applications DCT based digital video coding standards like MPEG are widely used. In certain applications like video database browsing, picture in picture etc., the video is required to be downscaled before transmitting it over the network. The naive spatial domain approach for video downscaling requires video to be fully decompressed. It requires huge computation time. The computation time greatly be reduced if all the computations are performed in the DCT domain. In this paper, we propose a fast DCT domain based video downscaling system. To reduce computational requirement, we have proposed efficient algorithms for inverse motion compensation. The sparseness of the DCT blocks are also considered for further reduction of computations. We found that our proposed system is 36 times faster than the spatial domain method and PSNR wise produces better quality downscaled video
Keywords :
discrete cosine transforms; matrix algebra; motion compensation; transform coding; video coding; DCT domain; PSNR; digital video coding; inverse motion compensation; multimedia applications; naive spatial domain approach; spatial domain method; video downscaling system; Application software; Discrete cosine transforms; Image motion analysis; Laboratories; Motion compensation; Motion estimation; Multimedia databases; Transform coding; Video coding; Video compression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
ISSN :
1520-6149
Print_ISBN :
1-4244-0469-X
Type :
conf
DOI :
10.1109/ICASSP.2006.1660485
Filename :
1660485
Link To Document :
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