DocumentCode
539245
Title
Improving super-resolution image reconstruction by in-plane camera rotation
Author
Bonchev, S. ; Alexiev, K.
Author_Institution
Fac. of Math. & Inf., Sofia Univ., Sofia, Bulgaria
fYear
2010
fDate
26-29 July 2010
Firstpage
1
Lastpage
7
Abstract
In a digital optical imaging system, image resolution is constrained by several factors, including focus plane array pitch and optics. Super-resolution approaches aim at overcoming some of these limits by incorporating additional information of the object and/or combining several pictures of the same object, taken with some displacements between each other. This paper considers the second class of methods. The obtainable resolution improvement in this case has an upper limit, determined by the signal-to-noise ratio of the image taken. Moreover, some Fourier spectrum frequencies below this limit are unrestorable. Here an approach is introduced to overcome this by active control of the camera movements. An experiment, verifying the approach is presented.
Keywords
cameras; image denoising; image reconstruction; image resolution; digital optical imaging system; focus plane array pitch; fourier spectrum frequencies; in-plane camera rotation; signal-to-noise ratio; super-resolution image reconstruction; Cameras; Image reconstruction; Image resolution; Image restoration; Null space; Pixel; Fourier spectrum; Image processing; Image restoration; Super-resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion (FUSION), 2010 13th Conference on
Conference_Location
Edinburgh
Print_ISBN
978-0-9824438-1-1
Type
conf
DOI
10.1109/ICIF.2010.5712097
Filename
5712097
Link To Document