Title :
A new safe-point thinning algorithm based on the mid-crack code tracing
Author :
Shih, Frank Y. ; Wong, Wai-Tak
Author_Institution :
Dept. of Comput. & Inf. Sci., New Jersey Inst. of Technol., Newark, NJ, USA
fDate :
2/1/1995 12:00:00 AM
Abstract :
A new thinning algorithm for binary images, based on the safe-point testing and mid-crack code tracing, is presented. Thinning is treated as the deletion of nonsafe border pixels from the contour to the center of the object layer-by-layer. The deletion is determined by masking a 3×3 weighted template and by the use of lookup tables. The resulting skeleton does not require cleaning or pruning. The obtained skeleton possesses single-pixel thickness and preserves the object´s connectivity. The algorithm is very simple and efficient since only boundary pixels are processed at each iteration and lookup tables are used
Keywords :
edge detection; image coding; image processing; iterative methods; table lookup; boundary pixels; iteration; lookup tables; masking; mid-crack code tracing; object connectivity; safe-point thinning algorithm; skeleton; weighted template; Biomedical optical imaging; Cleaning; Decision trees; Fingerprint recognition; Inspection; Iterative algorithms; Machine learning; Pattern analysis; Skeleton; Testing;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on