Information for topics

Topic Id:

ID topic:	520
Partner Email:	L.J.M.Rothkrantz@tudelft.nl
Project Title:	A Modular Approach to Image Super-Resolution Algorithms
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.
Advisor:	Leon Rothkrantz
Link:
Degree:	Master
Keywords:
Computer Software
Artificial intelligence & Neural networks
Computer vision
Image processing