2007 IEEE International Conference on Image Processing - San Antonio, Texas, U.S.A. - September 16-19, 2007

Technical Program

Paper Detail

Paper:TP-P1.6
Session:Interpolation and Superresolution II
Time:Tuesday, September 18, 14:30 - 17:10
Presentation: Poster
Title: SUPER-RESOLUTION USING MOTION AND DEFOCUS CUES
Authors: Kaggere Suresh; Siddaganga Institute of Technology 
 Ambasamudram Rajagopalan; Indian Institute of Technology, Madras 
Abstract: Reconstruction-based super-resolution algorithms use either sub-pixel shifts or relative blur among low-resolution observations as a cue to obtain a high-resolution image. In this paper, we propose a super-resolution algorithm that exploits the information available in the low-resolution observations due to both sub-pixel shifts and relative blur to yield a better quality image. Performance analysis is carried out based on the Cramer-Rao lower bound. Several experimental results on synthetic and real images are given for validation.



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