DocumentCode
2048675
Title
Highly Accurate Orientation Estimation using Steerable Filters
Author
Kominiarczuk, Jakub K. ; Krajsek, Kai ; Mester, Rudolf
Author_Institution
Massachusetts Inst. of Technol., Cambridge
Volume
5
fYear
2007
fDate
Sept. 16 2007-Oct. 19 2007
Abstract
This paper presents a generalized theoretical framework for designing accurate steerable filters for orientation estimation. We derive the necessary properties of orientation estimation filters in their most general form. Based on our framework, we implemented a highly angular-specific filter. Numerical experiments show the enhanced accuracy of our proposed filter as compared with existing filters.
Keywords
filtering theory; image processing; high accurate orientation estimation; high angular-specific filter; steerable filter; Equations; Fourier transforms; Image processing; Information filtering; Information filters; Information processing; Nonlinear filters; Shape; Taylor series; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1522-4880
Print_ISBN
978-1-4244-1437-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2007.4379819
Filename
4379819
Link To Document