Title :
Super-resolution inducing of an image
Author :
Calle, Didier ; Montanvert, Annick
Author_Institution :
TIMC-IMAG Lab., La Tronche, France
Abstract :
The problem of increasing the resolution of an image Ik is stated as an inverse problem of image reduction. The enlarged image must belong to the set of images which best approximates Ik after reducing. A projection of any image onto this set provides one of the possible enlarged images of Ik. This is what we call an induction of Ik onto a set of acceptable super-resolutions. Different projection methods are proposed and illustrated with experimental results
Keywords :
image enhancement; image resolution; inverse problems; enlarged image; image reduction; inverse problem; super-resolution inducing; super-resolution induction; Digital images; Frequency; Hilbert space; Image generation; Image resolution; Inverse problems; Laboratories; Low pass filters; Pixel; Polynomials;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.727173