KANG Wenxiong, DENG Feiqi. A Skeletonization Method for Vein Patterns Using Template and Neighborhood Information[J]. Journal of Image and Graphics, 2010, 15(3): 378. DOI: 10.11834/jig.20100304.
A Skeletonization Method for Vein Patterns Using Template and Neighborhood Information
In order to improve connexity and accuracy in skeletonization
a new skeletonization method using template and neighborhood information is proposed. Firstly
we smooth the bilevel image and calculate the neighborhood sum of every point in vein line to differentiate fringe points and medial axis points
then find some medial axis points through the template matching and obtain some discontinuous axle wires by deleting all isolated points;finally
we obtain the vein skeleton by using algorithm of maximal neighborhood point tracking from the ending points of the axle wires. Experimental results show that vein skeleton extracted by the algorithm is smooth and stable
and superposes on actual axle wires. At the same time
the algorithm is provided with scale and rotation invariance,and strong anti-noise ability