DocumentCode :
3488825
Title :
Exploiting redundancy to solve the Poisson equation using local information
Author :
Hassan, Firas ; Vytla, Lavanya ; Carletta, Joan E.
Author_Institution :
Electr. & Comput. Eng. & Comp. Sci. Dept., Ohio Northern Univ., Ada, OH, USA
fYear :
2009
fDate :
7-10 Nov. 2009
Firstpage :
2689
Lastpage :
2692
Abstract :
This paper proposes a novel method of solving the Poisson equation used in image processing techniques that are based on computations in the gradient domain. The Poisson equation is used to perform an inverse gradient transform; it back-solves to find an image that is closest to having a particular gradient. The traditional methods for back-solving require access to the entire gradient-domain image; in a real-time embedded implementation, this implies high hardware complexity, large latency, and large memory buffers. We propose a method that produces high quality results visually and is based on a small sliding window with specially chosen boundary conditions. The method has been simulated as a proof of concept, and should result in much faster and smaller digital hardware than traditional approaches.
Keywords :
Poisson equation; embedded systems; gradient methods; image processing; inverse problems; Poisson equation; back-solving methods; digital hardware; gradient domain image; hardware complexity; image processing techniques; inverse gradient transform; large latency; large memory buffers; real-time embedded implementation; redundancy; small sliding window; Attenuation; Boundary conditions; Delay; Fast Fourier transforms; Hardware; Image processing; Laplace equations; Photography; Pixel; Poisson equations; Poisson solver; gradient domain; real-time image processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
ISSN :
1522-4880
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2009.5414119
Filename :
5414119
Link To Document :
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