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

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › 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

Original language	English
Title of host publication	Proceedings of ICSIPNN'94. International Conference on Speech, Image Processing and Neural Networks
Publisher	IEEE
Publication date	13 Apr 1994
Pages	272-275
Publication status	Published - 13 Apr 1994

Keywords

Faculty of Science

Access to Document

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

Cite this

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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",

month = apr,

day = "13",

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

publisher = "IEEE",

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T1 - Restoration of motion blurred images by MDL and piecewise constant image model

AU - Fu, Liyan

AU - Olsen, Søren Ingvor

PY - 1994/4/13

Y1 - 1994/4/13

N2 - 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

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 -