DocumentCode
2052724
Title
Interpolation Specific Resolution Synthesis
Author
Yoakeim, Ramez ; Taubman, David
Author_Institution
Univ. of New South Wales, Sydney
Volume
4
fYear
2007
fDate
Sept. 16 2007-Oct. 19 2007
Abstract
We introduce a new approach to resolution synthesis which is specifically matched to the interpolation problem. This is achieved by explicitly aligning classification and subsequent interpolation activities with image models conducive to interpolation. Our image models are pre-determined rather than discovered and represent a range of edges of arbitrary orientation, profile and relative position. We demonstrate superior interpolation outcomes compared to statistical classification based resolution synthesis.
Keywords
image classification; image resolution; interpolation; image classification; image interpolation; image resolution synthesis; Australia; High-resolution imaging; Image processing; Image resolution; Image restoration; Interpolation; Inverse problems; Noise reduction; Pixel; Probability distribution; Image processing; Interpolation; Resolution Synthesis;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1522-4880
Print_ISBN
978-1-4244-1437-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2007.4379989
Filename
4379989
Link To Document