Information theoretic analysis of noise sources in image formation

Zia-ur Rahman; Daniel J. Jobson

doi:10.1117/12.488845

8 August 2003 Information theoretic analysis of noise sources in image formation

Zia-ur Rahman, Daniel J. Jobson

Proceedings Volume 5108, Visual Information Processing XII; (2003) https://doi.org/10.1117/12.488845
Event: AeroSense 2003, 2003, Orlando, Florida, United States

Abstract

When a linear image acquisition device captures an image, several noise sources impact the quality of the final image that can be digitally procesed. We have previously examined the impact of these noise sources in terms of their impact on the total amount of information that is contained in the image, and in terms of their impact on the restorability of the image data. In this paper, we will examine the effect of each of the noise sources on final image quality.

Citation Download Citation

Zia-ur Rahman and Daniel J. Jobson "Information theoretic analysis of noise sources in image formation", Proc. SPIE 5108, Visual Information Processing XII, (8 August 2003); https://doi.org/10.1117/12.488845

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