A Modular Approach to Image Super-Resolution Algorithms

title: A Modular Approach to Image Super-Resolution Algorithms
author: J.D. van Ouwerkerk
published in: 2006
appeared as: Master of Science thesis
Man-machine interaction group
Delft University of Technology
PDF (9927 KB)

Abstract

This research designs and implements a tool that allows the combination of state of the art super-resolution algorithms in a flexible way to facilitate the search for high quality single frame super-resolution algorithms. The ability to combine algorithmic parts in a flexible way decreases the time needed to design new super-resolution algorithms. Current state of the art super-resolution algorithms are researched and broken down into elemental parts. A modular approach is designed guided by these elemental parts and a proof of concept toolkit is implemented to perform testing. It offers the ability to design super-resolution algorithms without requiring any programming or scripting. Promising test results of a new super-resolution approach based on directional information are included.

 
blue line
University logo