DocumentCode
521679
Title
Recognition Research on Visual Invariants Using Conformal Geometric Algebra
Author
Wang Xian ; Hao Kuang-Rong
Author_Institution
Coll. of Inf. Sci. & Technol., Donghua Univ., Shanghai, China
fYear
2010
fDate
19-21 June 2010
Firstpage
1
Lastpage
4
Abstract
This article firstly introduces the theory of conformal geometric algebra, the expression and calculation of geometry invariants are given by using this theory; the invariants of five-line structure are used as the features of detected target, the straight lines are extracted with the help of Hough transform and then matched directly by using the invariants of five-line structure. Target structure constraints are added in order to remove false matches. The method requires a small amount of computation and the simulation result proves its validity and rapidity.
Keywords
Hough transforms; linear algebra; object detection; Hough transform; conformal geometric algebra; five line structure invariants; geometry invariants; visual invariants; Algebra; Application software; Computational modeling; Computer vision; Educational institutions; End effectors; Geometry; Layout; Object recognition; Textile technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Photonics and Optoelectronic (SOPO), 2010 Symposium on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-4963-7
Electronic_ISBN
978-1-4244-4964-4
Type
conf
DOI
10.1109/SOPO.2010.5504339
Filename
5504339
Link To Document