Numerical algorithm for image segmentation based on variational method

[in Chinese]; [in Chinese]; [in Chinese]; [in Chinese]

Journals >Infrared and Laser Engineering >Volume 31 >Issue 4 >Page 310 > Article

Infrared and Laser Engineering
Vol. 31, Issue 4, 310 (2002)

Numerical algorithm for image segmentation based on variational method

^1,2,3,4, ^1,2,3,4, ^1,2,3,4, and ^1,2,3,4

Author Affiliations

¹[in Chinese]

²[in Chinese]

³[in Chinese]

⁴430074

show less

DOI: Cite this Article

[in Chinese], [in Chinese], [in Chinese], [in Chinese]. Numerical algorithm for image segmentation based on variational method[J]. Infrared and Laser Engineering, 2002, 31(4): 310 Copy Citation Text

show less

Abstract

A mathematical model for image segmentation is presented. The link between Mumford-Shah's functional and image segmentation is discussed. As there is not an effective numerical method to solve this problem, a feasible algorithm for the variational problem in 1D is developed and then it is extended to 2D (image). A few experimental results proved the efficiency for the case of 1D and 2D.

Keywords

Bounded variation functions Hausdorff measures Image segmentation Variational method Γ-convergence

[in Chinese], [in Chinese], [in Chinese], [in Chinese]. Numerical algorithm for image segmentation based on variational method[J]. Infrared and Laser Engineering, 2002, 31(4): 310

Download Citation

Tools

Save the article for my favorites

Paper Information

微信扫一扫：分享

微信扫一扫：分享