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Interactive color image segmentation with linear programming

Li, Hongdong; Shen, Chunhua

Description

Image segmentation is an important and fundamental task for image and vision understanding. This paper describes a linear programming (LP) approach for segmenting a color image into multiple regions. Compared with the recently proposed semi-definite programming (SDP)-based approach, our approach has a simpler mathematical formulation, and a far lower computational complexity. In particular, to segment an image of M × N pixels into κ classes, our method requires only O ((MNκ)m) complexity-a...[Show more]

CollectionsANU Research Publications
Date published: 2008
Type: Journal article
URI: http://hdl.handle.net/1885/34808
Source: Machine Vision and Applications
DOI: 10.1007/s00138-008-0171-x

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