Title :
Bounding box splitting for robust shape classification
Author :
Bauckhage, Christian ; Tsotsos, John K.
Author_Institution :
Centre for Vision Res., York Univ., Toronto, Ont., Canada
Abstract :
This paper presents a fast method to compute homeomorphisms between 2D lattices and shapes found in binary images. Unlike many other methods, this mapping is not restricted to simply connected shapes but applies to arbitrary topologies. Moreover, it provides an avenue to the embedding of shapes in vectorspaces over R and C and thus enables robust shape recognition.
Keywords :
image classification; binary images; bounding box splitting; shape classification; shape recognition; Computer vision; Electric shock; Home computing; Humans; Lattices; Noise robustness; Psychology; Shape; Topology; Visual perception;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1530096