Title :
Wavelet based scalable video coding: A comparative study
Author :
Patnaik, Yogananda ; Patra, Dipti
Author_Institution :
Dept. of Electr. Eng., Nat. Inst. of Technol., Rourkela, India
Abstract :
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.
Keywords :
data compression; image representation; image resolution; image sequences; motion compensation; spatiotemporal phenomena; video coding; video retrieval; wavelet transforms; EZW; MCTF; SPIHT; SPIHT-3D; STW; base layer decoding; bit stream representation; enhancement layer decoding; layered representation; motion compensated temporal filtering; spatial decomposition; temporal decomposition; video quality; video resolution; video sequence decoding; video sequence encoding; wavelet based compression method; wavelet based scalable video coding; wavelet transform; Encoding; Scalability; Static VAr compensators; Video coding; Video sequences; Wavelet transforms; EZW; MCTF; SPIHT; SPIHT-3D; STW; Scalable video coding (SVC); Wavelet scalable video coding (WSVC);
Conference_Titel :
Engineering and Systems (SCES), 2014 Students Conference on
Conference_Location :
Allahabad
Print_ISBN :
978-1-4799-4940-3
DOI :
10.1109/SCES.2014.6880062