Super-resolution techniques for high-resolution image reconstruction

• Main Author: Tian, Yushuang
• Other Authors: Chan Kap Luk
• Format: Theses and Dissertations
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/58567
• Institution: Nanyang Technological University

This thesis investigates a number of techniques and algorithms for super resolution (SR) image reconstruction. In digital imaging applications, high resolution (HR) images with more details are often desired for human interpretation or machine learning of the image contents. In many commercial digit...