Wavelet transform based gaussian point spread function estimation

Qing Chuan Tao; Xiao Hai He; Hong Bin Deng; Ying Liu; Jia Zhao

doi:10.1007/11595755_48

Wavelet transform based gaussian point spread function estimation

Qing Chuan Tao^*
, Xiao Hai He
, Hong Bin Deng
, Ying Liu
, Jia Zhao

^*此作品的通讯作者

Sichuan University
Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

3 引用（Scopus）

摘要

Point spread function (PSF) estimation, an essential part for image restoration, has no accurate estimation algorithm at present. Based on the wavelet theory, a new Gaussian PSF accurate estimation algorithm is put forward in this paper. Firstly, the blurred images are smoothed, and their noise is reduced. Secondly, wavelet with varied scales is transformed, after which the local maxima of the modulus of the wavelet are computed respectively. Thirdly, on the basis of the relation deduced in this paper among the local maxima of the modulus of the wavelet at different scales, Lipschitz exponent and variance, the variance of a Gaussian PSF is computed. The experimental result shows that the proposed algorithm has an accuracy rate as high as 95%, and is of great application value.

源语言	英语
主期刊名	Advances in Visual Computing - First International Symposium, ISVC 2005, Proceedings
出版商	Springer Verlag
页	396-405
页数	10
ISBN（印刷版）	3540307508, 9783540307501
DOI	https://doi.org/10.1007/11595755_48
出版状态	已出版 - 2005
已对外发布	是
活动	1st International Symposium on Advances in Visual Computing, ISVC 2005 - Lake Tahoe, NV, 美国期限: 5 12月 2005 → 7 12月 2005

出版系列

姓名	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	3804 LNCS
ISSN（印刷版）	0302-9743
ISSN（电子版）	1611-3349

会议

会议	1st International Symposium on Advances in Visual Computing, ISVC 2005
国家/地区	美国
市	Lake Tahoe, NV
时期	5/12/05 → 7/12/05

访问文件

10.1007/11595755_48

其它文件与链接

链接到 Scopus 的出版物

引用此

Tao, Q. C., He, X. H., Deng, H. B., Liu, Y., & Zhao, J. (2005). Wavelet transform based gaussian point spread function estimation. 在 Advances in Visual Computing - First International Symposium, ISVC 2005, Proceedings (页码 396-405). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 3804 LNCS). Springer Verlag. https://doi.org/10.1007/11595755_48

Tao, Qing Chuan ; He, Xiao Hai ; Deng, Hong Bin 等. / Wavelet transform based gaussian point spread function estimation. Advances in Visual Computing - First International Symposium, ISVC 2005, Proceedings. Springer Verlag, 2005. 页码 396-405 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{1ec8574304ed4213a688b5766c9288ca,

title = "Wavelet transform based gaussian point spread function estimation",

abstract = "Point spread function (PSF) estimation, an essential part for image restoration, has no accurate estimation algorithm at present. Based on the wavelet theory, a new Gaussian PSF accurate estimation algorithm is put forward in this paper. Firstly, the blurred images are smoothed, and their noise is reduced. Secondly, wavelet with varied scales is transformed, after which the local maxima of the modulus of the wavelet are computed respectively. Thirdly, on the basis of the relation deduced in this paper among the local maxima of the modulus of the wavelet at different scales, Lipschitz exponent and variance, the variance of a Gaussian PSF is computed. The experimental result shows that the proposed algorithm has an accuracy rate as high as 95\%, and is of great application value.",

author = "Tao, \{Qing Chuan\} and He, \{Xiao Hai\} and Deng, \{Hong Bin\} and Ying Liu and Jia Zhao",

year = "2005",

doi = "10.1007/11595755\_48",

language = "English",

isbn = "3540307508",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "396--405",

booktitle = "Advances in Visual Computing - First International Symposium, ISVC 2005, Proceedings",

address = "Germany",

note = "1st International Symposium on Advances in Visual Computing, ISVC 2005 ; Conference date: 05-12-2005 Through 07-12-2005",

}

Tao, QC, He, XH, Deng, HB, Liu, Y & Zhao, J 2005, Wavelet transform based gaussian point spread function estimation. 在 Advances in Visual Computing - First International Symposium, ISVC 2005, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 3804 LNCS, Springer Verlag, 页码 396-405, 1st International Symposium on Advances in Visual Computing, ISVC 2005, Lake Tahoe, NV, 美国, 5/12/05. https://doi.org/10.1007/11595755_48

Wavelet transform based gaussian point spread function estimation. / Tao, Qing Chuan; He, Xiao Hai; Deng, Hong Bin 等.
Advances in Visual Computing - First International Symposium, ISVC 2005, Proceedings. Springer Verlag, 2005. 页码 396-405 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 3804 LNCS).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Wavelet transform based gaussian point spread function estimation

AU - Tao, Qing Chuan

AU - He, Xiao Hai

AU - Deng, Hong Bin

AU - Liu, Ying

AU - Zhao, Jia

PY - 2005

Y1 - 2005

N2 - Point spread function (PSF) estimation, an essential part for image restoration, has no accurate estimation algorithm at present. Based on the wavelet theory, a new Gaussian PSF accurate estimation algorithm is put forward in this paper. Firstly, the blurred images are smoothed, and their noise is reduced. Secondly, wavelet with varied scales is transformed, after which the local maxima of the modulus of the wavelet are computed respectively. Thirdly, on the basis of the relation deduced in this paper among the local maxima of the modulus of the wavelet at different scales, Lipschitz exponent and variance, the variance of a Gaussian PSF is computed. The experimental result shows that the proposed algorithm has an accuracy rate as high as 95%, and is of great application value.

AB - Point spread function (PSF) estimation, an essential part for image restoration, has no accurate estimation algorithm at present. Based on the wavelet theory, a new Gaussian PSF accurate estimation algorithm is put forward in this paper. Firstly, the blurred images are smoothed, and their noise is reduced. Secondly, wavelet with varied scales is transformed, after which the local maxima of the modulus of the wavelet are computed respectively. Thirdly, on the basis of the relation deduced in this paper among the local maxima of the modulus of the wavelet at different scales, Lipschitz exponent and variance, the variance of a Gaussian PSF is computed. The experimental result shows that the proposed algorithm has an accuracy rate as high as 95%, and is of great application value.

UR - https://www.scopus.com/pages/publications/33744813278

U2 - 10.1007/11595755_48

DO - 10.1007/11595755_48

M3 - Conference contribution

AN - SCOPUS:33744813278

SN - 3540307508

SN - 9783540307501

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 396

EP - 405

BT - Advances in Visual Computing - First International Symposium, ISVC 2005, Proceedings

PB - Springer Verlag

T2 - 1st International Symposium on Advances in Visual Computing, ISVC 2005

Y2 - 5 December 2005 through 7 December 2005

ER -

Tao QC, He XH, Deng HB, Liu Y, Zhao J. Wavelet transform based gaussian point spread function estimation. 在 Advances in Visual Computing - First International Symposium, ISVC 2005, Proceedings. Springer Verlag. 2005. 页码 396-405. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/11595755_48

Wavelet transform based gaussian point spread function estimation

摘要

出版系列

会议

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引用此