In wavelet-based L-infinity-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-infinity-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-infinity-oriented bit-stream.
Alecu, A, Munteanu, A, Cornelis, J, Dewitte, S & Schelkens, P 2004, 'On the Optimality of Embedded Deadzone Scalar-Quantizers for Wavelet-based L-infinite-constrained Image Coding', IEEE Signal Processing Letters, vol. 11, no. 3, pp. 367-371.
Alecu, A., Munteanu, A., Cornelis, J., Dewitte, S., & Schelkens, P. (2004). On the Optimality of Embedded Deadzone Scalar-Quantizers for Wavelet-based L-infinite-constrained Image Coding. IEEE Signal Processing Letters, 11(3), 367-371.
@article{fa934481914947c59bdcecb3bb0f8ee9,
title = "On the Optimality of Embedded Deadzone Scalar-Quantizers for Wavelet-based L-infinite-constrained Image Coding",
abstract = "In wavelet-based L-infinity-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-infinity-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-infinity-oriented bit-stream.",
keywords = "embedded scalar-quantizers, L-infinite norm, wavelet",
author = "Alin Alecu and Adrian Munteanu and Jan Cornelis and Steven Dewitte and Peter Schelkens",
note = "IEEE Signal Processing Letters, Vol. 11, Nr. 3, pp. 367-371, , IEEE.",
year = "2004",
month = mar,
language = "English",
volume = "11",
pages = "367--371",
journal = "IEEE Signal Processing Letters",
issn = "1070-9908",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "3",
}