Faculty Advisor

Walker, Homer F.

Abstract

This project was carried out in order to improve our understanding of the mechanisms behind image deblurring. In order to gain a more thorough understanding of the basic processes that are employed in image deblurring, a number of references and textbooks were used to build up a background of understanding. Experiments were performed to explore the effectiveness of the basic methods. Through this investigation, we were able to develop an understanding of the sensitivity towards error that is experienced by some of the naïve deblurring solutions that were investigated. Additionally, we gained a better appreciation of the ability of spectral filtering techniques to mitigate the influence of noise on deblurring techniques.

Publisher

Worcester Polytechnic Institute

Date Accepted

December 2013

Major

Computer Science

Major

Mathematical Sciences

Project Type

Major Qualifying Project

Accessibility

Unrestricted

Advisor Department

Mathematical Sciences

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