Title :
Variational Beltrami flows over manifolds
Author :
Sochen, Nir ; Deriche, Rachid ; Lopez-Perez, Lucero
Author_Institution :
Dept. of Appl. Math., Tel Aviv Univ., Israel
Abstract :
In this paper, we study, in this paper, the problem of denoising images/data which are defined are nonflat surfaces. This problem arises often in many medical imaging tasks. The Beltrami flow which was defined in an explicit-intrinsic manner is generalized here to nonflat surfaces and is defined in an implicit way. We formulate the flow in a variational way which is generalized to a scalar field defined over an n-dimensional manifold. The implementation scheme of this flow is presented and various experimental results obtained on a set of real images illustrate the performances of the approach as well as the differences between various flows of interests.
Keywords :
image denoising; medical image processing; multidimensional signal processing; image data; image denoising; medical imaging; n-dimensional manifold; nonflat surface; real image; scalar field; variational Beltrami flow; Biomedical imaging; Colon; Computer vision; Equations; Image processing; International relations; Mathematics; Noise reduction; Pixel; Postal services;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247099