DocumentCode
2477658
Title
Coded aperture techniques for catadioptric omni-directional image defocus deblurring
Author
Peng, Yang ; Liu, Yu ; Li, Yongle ; Zhang, Maojun
Author_Institution
Coll. of Inf. Syst. Eng., NUDT, Changsha, China
fYear
2012
fDate
14-17 Oct. 2012
Firstpage
3373
Lastpage
3377
Abstract
The defocus blur in catadioptric omni-directional imaging is caused by large apertures and mirror curvatures. This problem becomes more obviously when introducing high resolution sensors. In order to overcome this drawback, this work proposes a simple modification to a conventional catadioptric system that allows for the recovery of an all-focus omni-directional image. The modification is designed by inserting a patterned occluder within the aperture of the camera lens, creating a coded aperture. Then this work introduces a specific deconvolution method, which can recover an all-focus omni-directional image from photograph(s) taken by the camera with coded aperture. Comparing to the conventional aperture, the coded aperture techniques identify the blur scale easier and more accurate. The recovered sharp image eliminates the defocus blur and shows the efficiency of the algorithm. The obtained sharp image can be combined for various catadioptric applications, including omni-directional monitoring systems, intelligent omni-directional systems and robotics, etc.
Keywords
deconvolution; digital photography; image restoration; all-focus omni-directional image; camera lens; catadioptric applications; catadioptric omni-directional image defocus deblurring; coded aperture techniques; conventional catadioptric system; deconvolution method; high resolution sensors; intelligent omni-directional systems; large apertures; mirror curvatures; omni-directional monitoring systems; patterned occluder; photograph; robotics; sharp image; Apertures; Calibration; Cameras; Deconvolution; Image restoration; Mathematical model; Catadioptric Omni-directional Imaging; Coded Aperture; Defocus Blur; Image Restruction;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location
Seoul
Print_ISBN
978-1-4673-1713-9
Electronic_ISBN
978-1-4673-1712-2
Type
conf
DOI
10.1109/ICSMC.2012.6378313
Filename
6378313
Link To Document