DocumentCode
621970
Title
High-level implementation of Video compression chain coding based on MCTF lifting scheme
Author
Zoghlami, A. ; Marzougui, M. ; Atri, Mohamed ; Tourki, Rached
Author_Institution
Lab. of Electron. & Microelectron., Univ. of Monastir, Monastir, Tunisia
fYear
2013
fDate
18-21 March 2013
Firstpage
1
Lastpage
6
Abstract
Due to their multiresolution signal decomposition, wavelet analysis has shown great success in the analysis of signals such as image processing and video coding. The recent progress in 3D spatio-temporal wavelet video coding led to the emergence of a new generation of scalable video schemes. In fact, much attention has been given to t+2D analysis where temporal redundancy is first exploited through a motion compensated multiresolution decomposition and the resulting temporal subband frames are then spatially decomposed with a wavelet transform. This paper presents a high-level implementation of a video coding chain based on MCTF temporal filtering and spatial block processing. In order to evaluate the overall system performance, a comparative study was conducted to choose the adequate block-matching algorithm during the temporal filtering steps. Evaluation of the quality of the reconstructed frames based on the compression ratio was done with spatial analysis based on 5/3 and 9/7 wavelet. Simulation results show that the proposed video coding has a notable performance in terms of compression ratio and quality, also some advantages provided by the choice of the temporal-filtering equation allow to reduce the computational complexity and reduce the amount of memory occupied during the video encoding/decoding process compared to classical temporal 5/3MCTF filtering.
Keywords
computational complexity; data compression; filtering theory; image matching; image reconstruction; image resolution; motion compensation; video coding; wavelet transforms; 3D spatio-temporal wavelet video coding; MCTF lifting scheme; MCTF temporal filtering; adequate block-matching algorithm; computational complexity; high-level implementation; motion compensated multiresolution decomposition; multiresolution signal decomposition; reconstructed frame quality; scalable video schemes; signals analysis; spatial analysis; spatial block processing; t+2D analysis; temporal filtering steps; temporal redundancy; temporal subband frames; video compression chain coding; video encoding-decoding process; wavelet analysis; wavelet transform; Image coding; Image reconstruction; PSNR; Video coding; Wavelet analysis; Wavelet transforms; MCTF; PSNR; block matching algorithm; computation; motion estimation; t+2D wavelet transform; video compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Signals & Devices (SSD), 2013 10th International Multi-Conference on
Conference_Location
Hammamet
Print_ISBN
978-1-4673-6459-1
Electronic_ISBN
978-1-4673-6458-4
Type
conf
DOI
10.1109/SSD.2013.6564028
Filename
6564028
Link To Document