DocumentCode
1742274
Title
Using gradient information to enhance the progressive probabilistic Hough transform
Author
Galambos, C. ; Kittler, J. ; Matas, J.
Author_Institution
Surrey Univ., Guildford, UK
Volume
3
fYear
2000
fDate
2000
Firstpage
560
Abstract
We look at the benefits to be gained in using gradient information to enhance the progressive probabilistic Hough transform (PPHT). It is shown how using the angle information in controlling the voting process and in assigning pixels correctly to a line, PPHT´s performance can be significantly improved. The improved algorithm gives results very close to that of the standard Hough transform, but requires significantly less computation
Keywords
Hough transforms; image processing; angle information; gradient information; progressive probabilistic Hough transform; voting process; Casting; Computational efficiency; Costs; Detectors; Image edge detection; Noise reduction; Process control; Voting;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location
Barcelona
ISSN
1051-4651
Print_ISBN
0-7695-0750-6
Type
conf
DOI
10.1109/ICPR.2000.903607
Filename
903607
Link To Document