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
fDate :
11/1/2001 12:00:00 AM
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;
Journal_Title :
Image Processing, IEEE Transactions on