Title :
Image matching for weld seam tracking based on nonlinear dimensionality reduction method Isomap
Author :
Zou Yirong ; Du Dong ; Guo Guilin
Author_Institution :
Dept. of Mech. Eng., Tsinghua Univ., Beijing, China
Abstract :
An approach of image matching for weld seam recognition is proposed based on the nonlinear dimensionality reduction algorithm Isomap. The target image to be recognized and the template images are considered as high dimensional data. The reduction to 2-D coordinate helps to estimate the relative location of the images. A method of image matching is developed, based on the method of Isomap.
Keywords :
image matching; welds; Isomap; image matching; image recognition; nonlinear dimensionality reduction; weld seam recognition; weld seam tracking; Correlation; Image matching; Image recognition; Manifolds; Pixel; Sensors; Welding; Isomap; image matching; nonlinear dimensionality reduction; weld seam recognition;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569249
