Title :
A new trellis vector residual quantizer: applications to image coding
Author :
Motta, Giovanni ; Carpentieri, Bruno
Author_Institution :
Volen Center for Complex Syst., Brandeis Univ., Waltham, MA, USA
Abstract :
We present a new trellis coded vector residual quantizer (TCVRQ) that combines trellis coding and vector residual quantization. We propose new methods for computing quantization levels and experimentally analyze the performances of our TCVRQ in the case of still image coding. Experimental comparisons show that our quantizer performs better than the standard tree and exhaustive search quantizers based on the generalized Lloyd algorithm (GLA)
Keywords :
computational complexity; image coding; trellis codes; vector quantisation; TCVR; VQ architecture; image coding; quantization levels computation; still image coding; trellis coded vector residual quantizer; trellis coding; vector residual quantization; Computer architecture; Decoding; Distortion measurement; Image analysis; Image coding; NP-complete problem; Partitioning algorithms; Performance analysis; Quantization; Signal processing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.595403