New blind restoration of motion blurred images based on super-resolution method

Lin Zhao; Wei Qi Jin; Yi Nan Chen; Gui Qing Zhang; Ya Zhong Shen; Chun Song Yang

New blind restoration of motion blurred images based on super-resolution method

Lin Zhao^*
, Wei Qi Jin
, Yi Nan Chen
, Gui Qing Zhang
, Ya Zhong Shen
, Chun Song Yang

^*Corresponding author for this work

School of Optics and Photonics

Beijing Institute of Technology
Huaxia Research Center of Identify and Material Evidence

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Abstract

A restoration methods of deep motion-blurred images was analyzed. Using Radon transform of the spectrum of motion blurred image, the angle of motion was estimated and the blur extent was computed by autocorrelation of blurred image along this angle. More details of the image could be restored by super-resolution arithmetic which took the angle and extent as parameters necessarily. The experiments results show that the synthesis method above can estimate the blur parameters accurately and the results are satisfied.

Original language	English
Pages (from-to)	2355-2359
Number of pages	5
Journal	Guangzi Xuebao/Acta Photonica Sinica
Volume	37
Issue number	11
Publication status	Published - Nov 2008

Keywords

Autocorrelation
Blind restoration
Image processing
Image restoration
Motion blur
Radon transform
Super-resolution

Cite this

@article{59cc712d9fed4e76b710b487192f390e,

title = "New blind restoration of motion blurred images based on super-resolution method",

abstract = "A restoration methods of deep motion-blurred images was analyzed. Using Radon transform of the spectrum of motion blurred image, the angle of motion was estimated and the blur extent was computed by autocorrelation of blurred image along this angle. More details of the image could be restored by super-resolution arithmetic which took the angle and extent as parameters necessarily. The experiments results show that the synthesis method above can estimate the blur parameters accurately and the results are satisfied.",

keywords = "Autocorrelation, Blind restoration, Image processing, Image restoration, Motion blur, Radon transform, Super-resolution",

author = "Lin Zhao and Jin, \{Wei Qi\} and Chen, \{Yi Nan\} and Zhang, \{Gui Qing\} and Shen, \{Ya Zhong\} and Yang, \{Chun Song\}",

year = "2008",

month = nov,

language = "English",

volume = "37",

pages = "2355--2359",

journal = "Guangzi Xuebao/Acta Photonica Sinica",

issn = "1004-4213",

publisher = "Chinese Optical Society",

number = "11",

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TY - JOUR

T1 - New blind restoration of motion blurred images based on super-resolution method

AU - Zhao, Lin

AU - Jin, Wei Qi

AU - Chen, Yi Nan

AU - Zhang, Gui Qing

AU - Shen, Ya Zhong

AU - Yang, Chun Song

PY - 2008/11

Y1 - 2008/11

N2 - A restoration methods of deep motion-blurred images was analyzed. Using Radon transform of the spectrum of motion blurred image, the angle of motion was estimated and the blur extent was computed by autocorrelation of blurred image along this angle. More details of the image could be restored by super-resolution arithmetic which took the angle and extent as parameters necessarily. The experiments results show that the synthesis method above can estimate the blur parameters accurately and the results are satisfied.

AB - A restoration methods of deep motion-blurred images was analyzed. Using Radon transform of the spectrum of motion blurred image, the angle of motion was estimated and the blur extent was computed by autocorrelation of blurred image along this angle. More details of the image could be restored by super-resolution arithmetic which took the angle and extent as parameters necessarily. The experiments results show that the synthesis method above can estimate the blur parameters accurately and the results are satisfied.

KW - Autocorrelation

KW - Blind restoration

KW - Image processing

KW - Image restoration

KW - Motion blur

KW - Radon transform

KW - Super-resolution

UR - https://www.scopus.com/pages/publications/57949111062

M3 - Article

AN - SCOPUS:57949111062

SN - 1004-4213

VL - 37

SP - 2355

EP - 2359

JO - Guangzi Xuebao/Acta Photonica Sinica

JF - Guangzi Xuebao/Acta Photonica Sinica

IS - 11

ER -

New blind restoration of motion blurred images based on super-resolution method

Abstract

Keywords

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