2009 IEEE International Conference on
Systems, Man, and Cybernetics |
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Abstract
A novel vector field transform is proposed for
gray-scale image based on the electro-static analogy. By
introducing the item of gray-scale difference into the virtual
repulsive force between image points, the diffusing vector field
is obtained by the transform. The primitive areas can be
extracted based on the diffusing vector field with a proposed
area-expanding method. A novel image segmentation method is
then presented by merging primitive areas. The experimental
results prove the effectiveness of the proposed image
segmentation method.