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EdgeFlow: a technique for boundary detection and image segmentation


Author(s) : B. S. Manjunath Wei-ying Ma, 
Publisher : N/A
Publication Date : 2000
ISSN : N/A
Abstract : A novel boundary detection scheme based on ?edge flow ? is proposed in this paper. This scheme utilizes a predictive coding model to identify the direction of change in color and texture at each image location at a given scale, and constructs an edge flow vector. By iteratively propagating the edge flow, the boundaries can be detected at image locations which encounter two opposite direc-tions of flow in the stable state. A user defined image scale is the only significant control parameter that is needed by the algorithm. The scheme facilitates integration of color and texture into a sin-gle framework for boundary detection. 1,