DocumentCode
1550951
Title
Predictive multistage vector quantizer design using asymptotic closed-loop optimization
Author
Khalil, Hosam ; Rose, Kenneth
Author_Institution
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
Volume
10
Issue
11
fYear
2001
fDate
11/1/2001 12:00:00 AM
Firstpage
1765
Lastpage
1770
Abstract
This correspondence builds on the asymptotic closed-loop approach to predictive vector quantizer design (Khalil et al. 2001), and extends it to the design of predictive multistage vector quantizers for low bit rate video coding. The design approach resolves longstanding shortcomings, in particular, design stability and empty-cell problems. Simulation results show substantial gains over traditional design approaches
Keywords
optimisation; prediction theory; vector quantisation; video coding; asymptotic closed-loop optimization; design stability; empty-cell problems; low bit rate video coding; predictive multistage vector quantizer design; predictive multistage vector quantizers; predictive vector quantizer design; Algorithm design and analysis; Bit rate; Design optimization; Discrete cosine transforms; Image coding; Iterative algorithms; Stability; Vector quantization; Video coding; Video compression;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.967403
Filename
967403
Link To Document