Image restoration using the Q-Ising spin glass


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Please use this identifier to cite or link to this item:http://hdl.handle.net/2115/5511

Title:	Image restoration using the Q-Ising spin glass
Authors:	Inoue, Jun-ichi¹ Browse this author →KAKEN DB
Authors:	Carlucci, Domenico M Browse this author
Authors(alt):	井上, 純一¹
Issue Date:	Sep-2001
Publisher:	American Physical Society
Journal Title:	PHYSICAL REVIEW E
Volume:	64
Issue:	3
Start Page:	036121
Publisher DOI:	10.1103/PhysRevE.64.036121
PMID:	11580408
Abstract:	We investigate static and dynamic properties of gray-scale image restoration by making use of the Q-Ising spin glass model, whose ladder symmetry allows us to take in account the distance between two spins. We thus give an explicit expression of the Hamming distance between the original and restored images as a function of the hyperparameters in the mean field limit. Finally, numerical simulations for real-world pictures are carried out to prove the efficiency of our model.
Rights:	Copyright © 2001 American Physical Society
Relation:	http://www.aps.org/
Type:	article
URI:	http://hdl.handle.net/2115/5511
Appears in Collections:	情報科学院・情報科学研究院 (Graduate School of Information Science and Technology / Faculty of Information Science and Technology) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

Submitter: 井上純一

OAI-PMH ( junii2 , jpcoar_1.0 )

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