DocumentCode :
2138638
Title :
Image Filtering with a Fourth Order Geometry-Driven Flow
Author :
Lu, Bibo ; Lin, Zhonghua ; Liu, Qiang
Author_Institution :
Sch. of Comput. Sci. & Technol., Henan Polytech. Univ., Jiaozuo, China
fYear :
2009
fDate :
17-19 Oct. 2009
Firstpage :
1
Lastpage :
4
Abstract :
We present a image filtering algorithm via a new fourth order geometry-driven flow. In geometry framework for image processing, a gray image is regarded as a surface in R3. Spirited by this idea, we try to construct a new energy functional based on the second fundamental form of a surface. With this motivation, a new fourth order geometry-driven flow for image filtering is obtained. The new model can adjust diffusion speed according to local structure of the image. Numerical experiment results on real image data are given to demonstrate the performance of the proposed method.
Keywords :
filtering theory; geometry; image processing; fourth order geometry-driven flow; gray image; image filtering; Computer science; Equations; Filtering; Geometry; Image edge detection; Image processing; Mathematics; Noise reduction; Solid modeling; TV;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
Type :
conf
DOI :
10.1109/CISP.2009.5303462
Filename :
5303462
Link To Document :
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