Proceedings of the 2015 International Conference on Industrial Technology and Management Science

Study of the PSF for Linear Motion Blurring at Arbitrary Direction

Authors
Mei Gao
Corresponding Author
Mei Gao
Available Online November 2015.
DOI
https://doi.org/10.2991/itms-15.2015.82How to use a DOI?
Keywords
Uniform Linear Motion Blurring; Image Restoration; Bresenham Algorithm; Bilinear Interpolation; PSF
Abstract
Motion-blurring is caused by the relative motion between the camera and the object. It is a ubiquitous matter in the fields of the photo shot at the plane or space aircraft and the photo of object moving at high speed and so on. The paper analyses the theory of images blurred by motion and sets up the model of image degradation and restoration. The paper also proves that the two-dimensional PSF (point spread function) must be directly set in the motion direction in order to restore image accurately and summarizes that setting PSF accurately is the key to the image restoration. The paper proposes an algorithm to set up PSF in the spatial domain, using the knowledge of computer graphics, digital image processing and numerical analysis. It solves the problem that it is not accurate to restore image in the frequency domain because of the particularity of the frequency spectrum.
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Volume Title
Proceedings of the 2015 International Conference on Industrial Technology and Management Science
Series
Advances in Computer Science Research
Publication Date
November 2015
ISBN
978-94-6252-123-0
ISSN
2352-538X
DOI
https://doi.org/10.2991/itms-15.2015.82How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Mei Gao
PY  - 2015/11
DA  - 2015/11
TI  - Study of the PSF for Linear Motion Blurring at Arbitrary Direction
BT  - Proceedings of the 2015 International Conference on Industrial Technology and Management Science
PB  - Atlantis Press
SP  - 344
EP  - 347
SN  - 2352-538X
UR  - https://doi.org/10.2991/itms-15.2015.82
DO  - https://doi.org/10.2991/itms-15.2015.82
ID  - Gao2015/11
ER  -