Restoration of motion blurred images by MDL and piecewise constant image model

Liyan Fu; Søren Ingvor Olsen

Restoration of motion blurred images by MDL and piecewise constant image model

Image Analysis, Computational Modelling and Geometry

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

Abstract

A novel algebraic approach to restore images blurred by motion is presented. Rather than using the LS or LMS criteria, the objective function is established on the basis of the Minimal Description Length (MDL) criterion and a piecewise constant model of underlying image. In this way, the a priori knowledge of the image can be included in the objective function. Computer simulations show that the method is robus

Originalsprog	Engelsk
Titel	Proceedings of ICSIPNN'94. International Conference on Speech, Image Processing and Neural Networks
Forlag	IEEE
Publikationsdato	13 apr. 1994
Sider	272-275
Status	Udgivet - 13 apr. 1994

Emneord

Det Natur- og Biovidenskabelige Fakultet
Motion restoration,
Computer vision
image processing

Adgang til dokumentet

https://ieeexplore.ieee.org/iel2/1116/8027/00344914.pdf

Citationsformater

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title = "Restoration of motion blurred images by MDL and piecewise constant image model",

abstract = "A novel algebraic approach to restore images blurred by motion is presented. Rather than using the LS or LMS criteria, the objective function is established on the basis of the Minimal Description Length (MDL) criterion and a piecewise constant model of underlying image. In this way, the a priori knowledge of the image can be included in the objective function. Computer simulations show that the method is robus",

keywords = "Faculty of Science, Motion restoration,, Computer vision, image processing",

author = "Liyan Fu and Olsen, {S{\o}ren Ingvor}",

year = "1994",

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booktitle = "Proceedings of ICSIPNN'94. International Conference on Speech, Image Processing and Neural Networks",

publisher = "IEEE",

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AU - Fu, Liyan

AU - Olsen, Søren Ingvor

PY - 1994/4/13

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AB - A novel algebraic approach to restore images blurred by motion is presented. Rather than using the LS or LMS criteria, the objective function is established on the basis of the Minimal Description Length (MDL) criterion and a piecewise constant model of underlying image. In this way, the a priori knowledge of the image can be included in the objective function. Computer simulations show that the method is robus

KW - Faculty of Science

KW - Motion restoration,

KW - Computer vision

KW - image processing

M3 - Article in proceedings

SP - 272

EP - 275

BT - Proceedings of ICSIPNN'94. International Conference on Speech, Image Processing and Neural Networks

PB - IEEE

ER -