On the Optimality of Embedded Deadzone Scalar-Quantizers for Wavelet-Based L-Infinite-Constrained Image Coding
Alin Adrian Alecu, Adrian Munteanu, Jan P. Cornelis, Steven Dewitte, Peter Schelkens · IEEE Signal Processing Letters · 2004
In wavelet-based L/sub /spl infin//-constrained embedded coding, the bit-stream is truncated at the bit-rate that corresponds to a guaranteed, user-defined distortion bound. The letter analyzes the optimality of embedded deadzone scalar-quantizers for high-rate L/sub /spl infin//-constrained scalable wavelet-based image coding. A rate-distortion model applicable to the family of embedded deadzone scalar-quantizers is derived and experimentally validated. Conclusions are drawn regarding the optimal subband-quantizer instantiations. The optimal quantizers are employed in a coding algorithm that retains the coding performance and the flexibility options of wavelet-based codecs while allowing for a fully embedded L/sub /spl infin//-oriented bit-stream.