Title :
Wavelet based rate scalable video compression
Author :
Shen, Ke ; Delp, Edward J.
Author_Institution :
VIPER, Purdue Univ., West Lafayette, IN, USA
fDate :
2/1/1999 12:00:00 AM
Abstract :
In this paper, we present a new wavelet based rate scalable video compression algorithm. We will refer to this new technique as the scalable adaptive motion compensated wavelet (SAMCoW) algorithm. SAMCoW uses motion compensation to reduce temporal redundancy. The prediction error frames and the intracoded frames are encoded using an approach similar to the embedded zerotree wavelet (EZW) coder. An adaptive motion compensation (AMC) scheme is described to address error propagation problems. We show that, using our AMC scheme, the quality of the decoded video can be maintained at various data rates. We also describe an EZW approach that exploits the interdependency between color components in the luminance/chrominance color space. We show that, in addition to providing a wide range of rate scalability, our encoder achieves comparable performance to the more traditional hybrid video coders, such as MPEG1 and H.263. Furthermore, our coding scheme allows the data rate to be dynamically changed during decoding, which is very appealing for network-oriented applications
Keywords :
adaptive codes; adaptive decoding; data compression; motion compensation; redundancy; transform coding; video coding; wavelet transforms; color components; decoded video; decoding; embedded zerotree wavelet coder; encoding; error propagation problems; intracoded frames; luminance/chrominance color space; motion compensation; network-oriented applications; prediction error frames; rate scalability; scalable adaptive motion compensated wavelet algorithm; temporal redundancy; wavelet based rate scalable video compression; Application software; Computer networks; Decoding; Image coding; Motion compensation; Network servers; Scalability; Streaming media; Video compression; Video sequences;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on