Title :
Spatially-varying IIR filter banks for image coding
Author :
Chung, Wilson C. ; Smith, Mark J T
Author_Institution :
Sch. of Electr. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The application of spatially variant IIR (infinite impulse response) filter banks to subband image coding is reported. The new filter bank is based on computationally efficient recursive polyphase decompositions that dynamically change in response to the input signal. In the absence of quantization, reconstruction can be made exact. However, by proper choice of an adaptation scheme, it is shown that subband image coding based on time-varying filter banks can yield improvement over the use of conventional filter banks. Simulation results are presented.<>
Keywords :
adaptive filters; digital filters; image coding; recursive functions; time-varying systems; IIR filter banks; adaptation scheme; infinite impulse response; reconstruction; recursive polyphase decompositions; subband image coding; time-varying filter banks;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
Conference_Location :
Minneapolis, MN, USA
Print_ISBN :
0-7803-7402-9
DOI :
10.1109/ICASSP.1993.319875