Title :
Fast cyclic edit distance computation with weighted edit costs in classification
Author :
Peris, Guillermo ; Marzal, Andrés
Author_Institution :
Departament de Llenguatges i Sistemes Informatics, Univ. Jaume I, Castello, Spain
Abstract :
Cyclic edit distances are a good measure of contour shapes dissimilarity. A branch and bound algorithm that speeds up the computation of cyclic edit distances with arbitrary weights for the edit operations is presented. The algorithm is modified to work with an external bound that further accelerates the computation when applied to classification problems.
Keywords :
handwritten character recognition; pattern classification; set theory; tree searching; branch and bound algorithm; classification; contour shapes dissimilarity; edit operations; fast cyclic edit distance computation; weighted edit costs; Acceleration; Computational efficiency; Cost function; Pattern recognition; Reactive power; Shape measurement;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1047428