DocumentCode
2336305
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
fYear
2010
fDate
7-10 July 2010
Firstpage
249
Lastpage
252
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing Theory Tools and Applications (IPTA), 2010 2nd International Conference on
Conference_Location
Paris
ISSN
2154-5111
Print_ISBN
978-1-4244-7247-5
Type
conf
DOI
10.1109/IPTA.2010.5586794
Filename
5586794
Link To Document