Title :
Estimation of uncertainty for Harris corner detector
Author :
Bertrand, Marc ; Bouchara, Frdric ; Ramdani, Sofiane
Author_Institution :
UMR CNRS 6168 LSIS, Universit du Sud Toulon-Var, La Garde, France
Abstract :
The aim of this paper is to analyze the statistical properties of the Harris corner detector. Usually, the noise effect is computed using a linear model of the corner response H. Our approach, is different and propagate the error through the unmodified expression of H. The experimental results compared to Monte-Carlo simulations show the interest of this method.
Keywords :
Monte Carlo methods; edge detection; Harris corner detector; Monte-Carlo simulation; linear model; noise effect; statistical property; uncertainty estimation; Image edge detection; Harris corner detection; Interest points; statistic study;
Conference_Titel :
Image Processing Theory Tools and Applications (IPTA), 2010 2nd International Conference on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-7247-5
DOI :
10.1109/IPTA.2010.5586794
