Title :
Fast extraction of surface primitives from range images
Author :
García, Miguel Angel ; Basañez, Luis
Author_Institution :
Inst. de Cibernetica, Univ. Politecnica de Catalunya, Barcelona, Spain
Abstract :
An efficient algorithm for extracting planar and curved surface patches that express distinctive parts of the objects contained in a given range image is presented. The proposed technique does not directly segment the range image but a triangular approximation of it obtained through a fast adaptive randomized sampling algorithm. This intermediate representation allows us to avoid the processing of all the individual points of the range image in the segmentation phase
Keywords :
feature extraction; image sampling; image segmentation; mesh generation; object recognition; curved surface patches; fast adaptive randomized sampling algorithm; fast extraction; planar surface patches; range images; surface primitives; triangular approximation; Approximation algorithms; Artificial intelligence; Computer vision; Cybernetics; Image sampling; Image segmentation; Intelligent robots; Layout; Pixel; Surface fitting;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.547011