Image Super-Resolution - Iterative Back Projection Algorithm 1.0

Date Added: April 25, 2013 | Visits: 370

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This project is a simple implementation of the Iterative Back-Projection (IBP)algorithm for solving the Super-Resolution problem. It was first proposedby Michal Irani in her 1991 paper "Improving resolution by imageregistration". The imaging model being used is described by a paper byMichael Elad, "Super-Resolution Reconstruction of an image". Both paperscan easily be found through a search in Google Scholar.I've done two simplifications to the imaging model:1) The image blur is assumed to be spatially invariant.2) The spatial transformation model is a global translation.To run the example code, follow the following steps:1) Run SRSetup.m2) Run SRExample.mThe example code operates on a dataset that is generated synthetically froma reference image. Thus, the exact values for the blur sigma and thetranslation offsets are being used.

Requirements: No special requirements

Platforms: Matlab

Keyword: Assumed, Global, Google, Invariant, Search, Spatial, Spatially, Transformation, Translation

Users rating: 0/10

License: Shareware

Size: 51.2 KB

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