Wavelet based scalable video coding: A comparative study

Scalable video coding provides a competent means to transmit a video at different resolutions. The basic idea is passing of compressed data in terms of layers, which consists of a single base layer, and one or many enhancement layers. By decoding the base layer, lower resolution/quality video is produced, and by decoding the enhancement layers higher quality video is produced. Scalability is obtaining a video, at varying resolution/quality, by encoding or decoding a video sequence. To achieve spatial and temporal decomposition of the input video sequence, wavelet transform combined with motion compensated temporal filtering (MCTF) is carried out in this paper. To remove redundancy, the motion vectors and wavelet coefficients are compressed followed by a bit stream representation giving rise to a layered representation. A base layer with two enhancement layers is taken which is verified for four different wavelet based compression methods, namely SPIHT-3D, SPIHT, STW and EZW. SPIHT-3D is considered to be the best among these.

[1]  Zixiang Xiong,et al.  Low bit-rate scalable video coding with 3-D set partitioning in hierarchical trees (3-D SPIHT) , 2000, IEEE Trans. Circuits Syst. Video Technol..

[2]  Hsueh-Ming Hang,et al.  Advances of MPEG Scalable Video Coding Standard , 2007, Intelligent Multimedia Data Hiding: New Directions.

[3]  Ebroul Izquierdo,et al.  Scalable Video Coding and Its Applications , 2011, Multimedia Analysis, Processing and Communications.

[4]  Alberto Signoroni,et al.  State-of-the-Art and Trends in Scalable Video Compression With Wavelet-Based Approaches , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[5]  Heiko Schwarz,et al.  Overview of the Scalable Video Coding Extension of the H.264/AVC Standard , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[6]  Sudhakar Radhakrishnan,et al.  Effective Video Coding for Multimedia Applications , 2011 .

[7]  William A. Pearlman,et al.  Image compression using the spatial-orientation tree , 1993, 1993 IEEE International Symposium on Circuits and Systems.

[8]  Andrew Dorrell Direct processing of EZW compressed image data , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[9]  Wonha Kim,et al.  Wavelet-based scalable video coding with low complex spatial transform , 2006, 2006 8th International Conference Advanced Communication Technology.

[10]  G. Oppenheim,et al.  A Guided Tour , 2007 .

[11]  William A. Pearlman,et al.  Coding the wavelet spatial orientation tree with low computational complexity , 2005, Data Compression Conference.

[12]  B. Achiriloaie,et al.  VI REFERENCES , 1961 .

[13]  R. Tourki,et al.  High-level implementation of Video compression chain coding based on MCTF lifting scheme , 2013, 10th International Multi-Conferences on Systems, Signals & Devices 2013 (SSD13).

[14]  Touradj Ebrahimi,et al.  Subjective quality assessment of scalable video coding: A survey , 2011, 2011 Third International Workshop on Quality of Multimedia Experience.

[15]  Jerome M. Shapiro,et al.  Embedded image coding using zerotrees of wavelet coefficients , 1993, IEEE Trans. Signal Process..

[16]  Jean-Michel Poggi,et al.  Wavelets and their applications , 2007 .

[17]  Jens-Rainer Ohm,et al.  Three-dimensional subband coding with motion compensation , 1994, IEEE Trans. Image Process..