A multiscale relaxation algorithm for SNR maximization in nonorthogonal subband coding

И. Г. Лавров · IEEE Transactions on Image Processing · 1995

Summary

A practical solution to the optimization problem is presented in the form of a multiscale relaxation algorithm, using inter- and intrascale quantization noise feedback filters, and bounds on the coding gain over the standard coding technique are derived.

Type: article
Published: 1995-09-01
Cited by: 35
References: 29
DOI: https://doi.org/10.1109/83.413171
PubMed: https://pubmed.ncbi.nlm.nih.gov/18292023/
OpenAlex: https://openalex.org/W18292023
Semantic Scholar: https://api.semanticscholar.org/CorpusID:5552889

Keywords

Computer science

References

Digital Pictures: Representation and CompressionA. Netravali, B. Haskell — 1988
A multigrid tutorialWilliam L. Briggs — 1987
On the Statistical Analysis of Dirty PicturesJulian Besag — 1986
Wavelets: A Tutorial in Theory and ApplicationsCharles K. Chui — 1992
Image Analysis Using Multigrid Relaxation MethodsDemetri Terzopoulos — 1986
Artificial neural network for image compressionGiovanni L. Sicuranza, Giovanni Ramponi, Stefano Marsi — 1990
Digital Coding of WaveformsK.H. Barratt — 1985
Image data compression using a neural network modelSonehara, Kawato, Miyake — 1989
Orthogonal Pyramid Transforms For Image Coding.Edward H. Adelson, Eero P. Simoncelli, R. Hingorani — 1987
Subband coding systems incorporating quantizer modelsJelena Kovačević — 1995
Ten Lectures on Wavelets, CBMS-NSF Regional Conference Series in Applied Mathematics, Vol. 61, I. Daubechies, SIAM, 1992, xix + 357 pp.Alexandra Cohen — 1994
Ten Lectures on WaveletsIngrid Daubechies, Christopher Heil — 1992
Video Signal Processing and Coding on Data-Parallel ComputersPierre Moulin, Andrew T. Ogielski, G. Lilienfeld — 1995
Multiscale minimization of global energy functions in some visual recovery problemsFabrice Heitz, Patrick Pérez, Patrick Bouthémy — 1994
Image and video coding using a wavelet decompositionHerjan J. Barnard — 1994
An introduction to waveletsA. L. Graps — 1995
Signal compression based on models of human perceptionN. Jayant, James D. Johnston, R.J. Safranek — 1993
Image coding using wavelet transformMarc Antonini, Michel Barlaud, Pierre-Philippe Mathieu — 1992
Wavelets and filter banks: theory and designMartin Vetterli, Cormac Herley — 1992
Signal-adapted multiresolution transform for image codingP. Desarte, Benoı̂t Macq, Dirk Slock — 1992

Cited by

Optimal quantization in non-orthogonal subband codersR. Gandhi, Sushmita Mitra — 1999
Design of optimal cascaded multirate filter banks in the presence of quantizationS. Srinivasan — 1996
Optimal biorthogonal filter banks with minimization of quantization noise amplificationM. Arunkumar, Anamitra Makur — 2001
On linear transform design with non-linear approximationOsman G. Sezer, Onur G. Guleryuz — 2013
Non-causal encoding of predictively coded samplesOnur G. Guleryuz, Amir Said, Sehoon Yea — 2014
Splines: a perfect fit for signal and image processingMichaël Unser — 1999
Optimized nonorthogonal transforms for image compressionOnur G. Guleryuz, M.T. Orchard — 1994
Performance analysis of embedded-wavelet codersShih‐Hsuan Yang — 2005
Short-critical-path and structurally orthogonal scaled CORDIC-based approximations of the eight-point discrete cosine transformMarek Parfieniuk, Maxim Vashkevich, Alexander Petrovsky — 2013
Approximation and Compression With Sparse Orthonormal TransformsOsman G. Sezer, Onur G. Guleryuz, Y. Altunbasak — 2015
On the choice of wavelet in image compression applicationsKameswara R. Namuduri — 2003
Biorthogonal filterbanks and energy preservation property in image compressionF. Moreau de Saint-Martin, Pierre Siohan, Albert Cohen — 1999
Wavelets and Subband CodingMartin Vetterli, Jelena Kovačević — 2013
Minimization of quantization noise amplification in biorthogonal subband codersAnamitra Makur, M. Arunkumar — 2004
Optical flow techniques applied to video codingR. Krishnamurthy, Pierre Moulin, J. Woods — 1995
Quantization to maximize SNR in non-orthogonal subband codersR. Gandhi, S.K. Mitra — 2001
Optimal Two-Sided Diagonal Scaling for Filter Bank FramesLi Chai, Jingxin Zhang, Qing‐Long Han — 2011
Statistical imaging and complexity regularizationPierre Moulin, Juan Liu — 2000
Mathematical properties of the JPEG2000 wavelet filtersMichaël Unser, Thierry Blu — 2003
Multiscale modeling and estimation of motion fields for video codingPierre Moulin, R. Krishnamurthy, John W. Woods — 1997

Related papers

No related papers recorded.