A New and Fast Multiphase Image Segmentation Model for Color Images. (22nd March 2012)

• Record Type: Journal Article
• Authors: Yang, Yunyun; Wu, Boying
• Other Names: Ribeiro Pedro Academic Editor.
• Is Part Of: Mathematical problems in engineering. Volume 2012(2012)
• Publication Date: 2012-03-22
• Subjects: Engineering mathematics -- Periodicals; 510.2462
• DOI: 10.1155/2012/494761
• Languages: English
• ISSNs: 1024-123X

Abstract

Abstract : This paper presents a new and fast multiphase image segmentation model for color images. We propose our model by incorporating the globally convex image segmentation method and the split Bregman method into the piecewise constant multiphase Vese-Chan model for color images. We have applied our model to many synthetic and real color images. Numerical results show that our model can segment color images with multiple regions and represent boundaries with complex topologies, including triple junctions. Comparison with the Vese-Chan model demonstrates the efficiency of our model. Besides, our model does not require a priori denoising step and is robust with respect to noise.