Title :
A one-pass two-operation process to detect the skeletal pixels on the 4-distance transform
Author :
Arcelli, Carlo ; Di Baja, Gabriella Sanniti
Author_Institution :
Istituto di Cibernetica, CNR, Naples, Italy
fDate :
4/1/1989 12:00:00 AM
Abstract :
A skeletonizing procedure is illustrated that is based on the notion of multiple pixels as well as on the use of the 4-distance transform. The set of the skeletal pixels is identified within one sequential raster scan of the picture where the 4-distance transform is stored. Two local conditions, introduced to characterize the multiple pixels are employed. Since the set of the skeletal pixels is at most two pixels wide, the skeleton can be obtained on completion of an additional inspection of the picture, during which time standard removal operations are applied. Besides being correct and computationally convenient, the procedure produces a labeled skeleton, i.e. a skeleton whose adequacy for shape description purposes is generally acknowledged.<>
Keywords :
computerised pattern recognition; computerised picture processing; computerised picture processing; distance transform; one-pass two-operation process; pattern recognition; sequential raster scan; skeletal pixels detection; Algorithm design and analysis; Computational efficiency; Data processing; Image processing; Inspection; Shape; Skeleton; Topology;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on