Volume : III, Issue : X, October - 2013

Comparative Study on Super Resolution Image Reconstruction Techniques

R. Ramya, Dr. M. Senthil Murugan

Abstract :

Super–resolution (SR) is the process of combining a sequence of low resolution images in– order to produce a higher resolution images. The goal of super resolution, as its name suggests, is to increase the resolution of an image. Resolution is a measure of frequency content in an image: high–resolution (HR) images are band limited to a larger frequency range than low–resolution (LR) images. There are many algorithms and methods were developed to produce a super resolution imaging. In this technical paper provide a basis approach of super resolution, various methods for image reconstruction based on frequency and spatial domain. Finally, the comparison of frequency and spatial methods, based on various aspects such as degradation model, motion model and noise model etc.,

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Article: Download PDF   DOI : 10.36106/ijar  

Cite This Article:

R. Ramya, Dr. M. Senthil Murugan / Comparative Study on Super Resolution Image Reconstruction Techniques / Indian Journal of Applied Research, Vol.3, Issue.10 October 2013

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