Title :
Orientation Interpolation and Applications
Author :
Chessel, Anatole ; Fablet, Ronan ; Cao, Fei ; Kervrann, Charles
Author_Institution :
IFREMER/LASAA, Plouzane, France
Abstract :
Psychovision have shown that many grouping laws come into play to structure human vision. They use informations of different kinds, not only gray (or color)-level values. Here we will show how an orientation interpolation operator working in S1 (angle in [0, 2π]) can be used to recover geometrical information in images. The operator is presented and is used to produce fields that drive a fast marching contour extraction algorithm and a LIC-based smoothing method. Experiment on real images are reported to validate the proposed approach.
Keywords :
computer vision; feature extraction; image colour analysis; interpolation; LIC-based smoothing method; fast marching contour extraction algorithm; geometrical information; gray-level value; human vision; orientation interpolation operator; psychovision; Computer vision; Convolution; Data mining; Filters; Humans; Image processing; Interpolation; Partial differential equations; Psychology; Smoothing methods; Image edge analysis; Image orientation analysis; Interpolation; Partial differential equations;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312605