DocumentCode
663739
Title
Dynamics-based motion deblurring for a biologically-inspired camera positioning mechanism
Author
Kim, Michael D. ; Ueda, Jun
Author_Institution
George W. Woodruff Sch. of Mech. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fYear
2013
fDate
3-7 Nov. 2013
Firstpage
2689
Lastpage
2694
Abstract
This paper presents a new dynamics-based method for image processing in coordination with rapid ocular movement. A camera positioning mechanism with piezoelectric cellular actuators will be employed to demonstrate the effectiveness of this approach. There are a number of mechanisms for automatic camera positioning, but few have much in common with the human ocular positioning system. When a rapid point-to-point motion is created in a camera positioner, like human saccadic motion, the image sensor receives blurry images. Existing image techniques rely solely on obtained images, or use external sensors to estimate a blur kernel, or point spread function (PSF), for motion deblurring. Inspired by recent oculomotor studies, this paper proposes a method for estimating PSFs directly from the system dynamics of a camera positioning mechanism without motion sensors. The proposed method has been evaluated by using a single degree-of-freedom camera orientation system. Results are compared with conventional methods in terms of speed and accuracy.
Keywords
cameras; image restoration; piezoelectric actuators; position control; automatic camera positioning; biologically-inspired camera positioning mechanism; camera orientation system; camera positioner; dynamics-based method; dynamics-based motion deblurring; human ocular positioning system; human saccadic motion; image processing; image sensor; motion sensors; oculomotor studies; piezoelectric cellular actuators; rapid ocular movement; rapid point-to-point motion; Actuators; Cameras; Image restoration; Kernel; Muscles; Robot vision systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
Conference_Location
Tokyo
ISSN
2153-0858
Type
conf
DOI
10.1109/IROS.2013.6696736
Filename
6696736
Link To Document