Measurement of space variant PSF and its application to restoring severely degraded images

被引：0

作者：

Ito, Tadashi ^{[1
]}

Ichikawa, Rutsuko ^{[1
]}

Koishi, Ryotaro ^{[1
]}

Fujii, Yusaku ^{[1
]}

Ohta, Naoya ^{[2
]}

Saitoh, Saburou ^{[3
]}

Matsuura, Tsutomu ^{[4
]}

Yamamoto, Takao

机构：

[1] Gunma Univ, Dept Elect Engn, Kiryu, Gunma 376, Japan

[2] Gunma Univ, Dept Comp Sci, Kiryu, Gunma 376, Japan

[3] Gunma Univ, Dept Fundamental Studies, Kiryu, Gunma 376, Japan

[4] Gunma Univ, Dept Mech Syst Engn, Kiryu, Gunma 376, Japan

来源：

PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-8 | 2007年

关键词：

inverse problem; shift variant point spread function; liquid crystal display;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Images recorded by a security camera have often severely degraded due to dirty lens or secular distortion of the recording system. To restore these images, the fully determination of space variant point spread function (PSF) is required. To measure PSF, we have proposed a method using a liquid crystal display, and shown some experimental results to restore the images by a CCD camera with intentionally distorted optics. However the previous results were not satisfactory due to the measurement error and noise contained in the measured PSF. In this paper, we propose some methods for reduction of the measurement error and noise in PSF, and show improved results of restoration.

引用

页码：142 / +

页数：2

共 39 条

[1] Measurement of space variant PSF for restoring degraded images by security cameras
Ito, Tadashi
Fujii, Yusaku
Ohta, Naoya
Saitoh, Saburou
Matsuura, Tsutomu
Yamamoto, Takao
2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, : 185 - +
[2] ITERATIVE ALGORITHM FOR RESTORATION OF SPACE-VARIANT PSF DEGRADED IMAGES
ANGEL, E
JAIN, AK
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1975, 65 (10) : 1203 - 1203
[3] Restoring images degraded by spatially variant blur
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O'Leary, DP
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 1998, 19 (04): : 1063 - 1082
[4] Space Variant PSF - Deconvolution of Wide-Field Astronomical Images
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ACTA POLYTECHNICA, 2008, 48 (03) : 79 - 83
[5] The space variant PSF for deconvolution of wide-field astronomical images
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ADAPTIVE OPTICS SYSTEMS, PTS 1-3, 2008, 7015
[6] Restoration of color images degraded by space-variant motion blur
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[7] Space-variant restoration of images degraded by camera motion blur
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IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (02) : 105 - 116
[8] A fast preview restoration algorithm for space-variant degraded images
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[9] Iterative PSF Estimation and Its Application to Shift Invariant and Variant Blur Reduction
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EURASIP Journal on Advances in Signal Processing, 2009
[10] Iterative PSF Estimation and Its Application to Shift Invariant and Variant Blur Reduction
Jung, Seung-Won
Choi, Byeong-Doo
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EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2009,

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