Title :
Shape-space from tree-union
Author :
Torsello, Andrea ; Hancock, Edwin R.
Author_Institution :
Dept. of Comput. Sci., York Univ., UK
Abstract :
In this paper we investigate how to construct a shape space for sets of shock trees. To do this we construct a super-tree to span the union of the set of shock trees. This super-tree is constructed so that it both minimizes the total tree edit distance and preserves edge consistency constraints. Each node of the super-tree corresponds to a dimension of the pattern space. Individual such trees are mapped to vectors in this pattern space.
Keywords :
minimisation; set theory; trees (mathematics); edge consistency constraint preservation; shape-space construction; shock tree set union; super-tree; total tree edit distance minimization; tree-union; Clustering algorithms; Computer science; Costs; Electric shock; Embedded computing; Feature extraction; Modal analysis; Multidimensional systems; Shape; Tree graphs;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1044646
