Image Restoration Using Quantum Fluctuation

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10th International Conference on Image Analysis and Processing (ICIAP'99)

Venice, Italy

September 27-September 29

ISBN: 0-7695-0040-4

	ASCII Text	x
	Jun-ichi Inoue, "Image Restoration Using Quantum Fluctuation," Image Analysis and Processing, International Conference on, pp. 130, 10th International Conference on Image Analysis and Processing (ICIAP'99), 1999.

	BibTex	x
	@article{ 10.1109/ICIAP.1999.797583, author = {Jun-ichi Inoue}, title = {Image Restoration Using Quantum Fluctuation}, journal ={Image Analysis and Processing, International Conference on}, volume = {0}, year = {1999}, isbn = {0-7695-0040-4}, pages = {130}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICIAP.1999.797583}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Image Analysis and Processing, International Conference on TI - Image Restoration Using Quantum Fluctuation SN - 0-7695-0040-4 SP EP A1 - Jun-ichi Inoue, PY - 1999 VL - 0 JA - Image Analysis and Processing, International Conference on ER -

Jun-ichi Inoue, Tokyo Institute of Technology

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICIAP.1999.797583

Quantum fluctuation is introduced into the Markov random fields (MRF's) model for image restoration in the context of Baysian approach. We investigate the dependence of the quantum fluctuation on the quality of BW image restoration by making use of statistical mechanics. We find that the maximum posterior marginal (MPM) estimate based on the quantum fluctuation gives a fine restoration in comparison with the maximum a posterior (MAP) estimate or the thermal fluctuation based MPM estimate.

Citation:

Jun-ichi Inoue, "Image Restoration Using Quantum Fluctuation," iciap, pp.130, 10th International Conference on Image Analysis and Processing (ICIAP'99), 1999

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