High-resolution image reconstruction using super-resolution and deconvolution techniques.
Date of Issue2009
School of Electrical and Electronic Engineering
This thesis investigates the techniques for high-resolution (HR) image reconstruction through image super-resolution (SR) and deconvolution algorithms. In many imaging applications, HR images are desired, but may not be available due to practical limitations. Using HR reconstruction, it is possible to restore high-frequency content, reduce noise, and increase spatial resolution when hardware modification is unrealizable.
DRNTU::Engineering::Electrical and electronic engineering
Nanyang Technological University