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
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;
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
DOI :
10.1109/SSD.2013.6564028