DocumentCode :
3614519
Title :
Parameter estimation based on Hough transform
Author :
J. Turan;P. Filo;P. Farkas;D. Siskovicova
Author_Institution :
Dept. of Electron. & Multimedia Telecommun., Univ. of Technol. Kosice, Slovakia
Volume :
1
fYear :
2003
fDate :
6/25/1905 12:00:00 AM
Firstpage :
221
Abstract :
Although the Hough transform is mainly used in image processing for its robustness to impulsive noise, it can be applied to nonimage data. This technique with the new modification of Hough transform - continuous Kernel Hough transform - has been applied to parameter estimation for linear models. The experimental results confirm the efficiency of the proposed estimation algorithm also its comparison with the known technique of estimation - the least square method.
Keywords :
"Parameter estimation","System identification","Least squares methods","Image processing","Kernel","Least squares approximation","Telecommunications","Electronic mail","Noise robustness","Humans"
Publisher :
ieee
Conference_Titel :
Video/Image Processing and Multimedia Communications, 2003. 4th EURASIP Conference focused on
Print_ISBN :
953-184-054-7
Type :
conf
DOI :
10.1109/VIPMC.2003.1220465
Filename :
1220465
Link To Document :
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