Title :
Fractal dimension driven bit-rate allocation strategy for video sequence coding
Author :
Neri, A. ; Colonnese, S.
Author_Institution :
Rome Univ., Italy
Abstract :
In this contribution a bit-rate allocation strategy for video sequence coding, based on the principle that the distortion measure, representing the information loss as perceived by a human observer, takes its minima in correspondence of chaotic regions while maxima are attained in correspondence of structured events, is proposed. In particular a fidelity criterion based on the estimated local fractal persistence is applied to drive the quantization phase of the temporal residuals in both block-based DCT and wavelet based coders. The effectiveness of the proposed criterion in improving coding efficiency, while preserving subjective quality, is demonstrated in the case of H.263 block-based DCT coder, on the basis of simulations on a set of test sequences
Keywords :
discrete cosine transforms; fractals; image sequences; rate distortion theory; transform coding; video coding; wavelet transforms; H.263 block-based DCT coder; bit-rate allocation strategy; chaotic regions; coding efficiency; distortion measure; fidelity criterion; fractal dimension; information loss; local fractal persistence; quantization phase; structured events; subjective quality; temporal residuals; video sequence coding; wavelet based coders; Chaos; Discrete cosine transforms; Distortion measurement; Fractals; Humans; Loss measurement; Phase estimation; Quantization; Testing; Video sequences;
Conference_Titel :
Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on
Conference_Location :
Santorini
Print_ISBN :
0-7803-4137-6
DOI :
10.1109/ICDSP.1997.628471