DocumentCode
457167
Title
Detecting Rotational Symmetry Under Affine Projection
Author
Cornelius, Hugo ; Loy, Gareth
Author_Institution
R. Inst. of Technol., Stockholm
Volume
2
fYear
0
fDate
0-0 0
Firstpage
292
Lastpage
295
Abstract
A new method is presented for detecting planar rotational symmetry under affine projection. The method can deal with partial occlusion and is able to detect multiple rotationally symmetric surfaces in complex backgrounds. The order of rotational symmetry can be estimated, and if it is greater than two, the tilt and orientation of the rotationally symmetric surface can be found and the symmetric region segmented. Local features robust to local affine distortion are matched to obtain pairs of features. Each feature pair hypothesis a set of centres of rotation for different tilts and orientations and the centres of rotation that are close to each other are grouped together to find the dominant rotational symmetries in the image. The method is posed independently of a specific feature detector and descriptor. Results are presented on natural images
Keywords
affine transforms; feature extraction; image processing; symmetry; affine projection; feature descriptor; feature detector; local affine distortion; multiple rotationally symmetric surfaces; natural images; partial occlusion; planar rotational symmetry; rotational symmetry detection; Algorithm design and analysis; Computer vision; Detectors; Fourier transforms; Image segmentation; Manufacturing; Noise robustness; Object detection; Radio access networks; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location
Hong Kong
ISSN
1051-4651
Print_ISBN
0-7695-2521-0
Type
conf
DOI
10.1109/ICPR.2006.434
Filename
1699204
Link To Document