DocumentCode
3376626
Title
Symmetric image recognition by Tchebichef moment invariants
Author
Zhang, Hui ; Dai, Xiubing ; Sun, Pei ; Zhu, Hongqing ; Shu, Huazhong
Author_Institution
Lab. of Image Sci. & Technol., Southeast Univ., Nanjing, China
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
2273
Lastpage
2276
Abstract
In this paper, we proposed a set of translation and rotation invariants extracted from Tchebichef moments. A set of Tchebichef moment invariants is derived from the relationship between Tchebichef moments of the original image and those of the transformed image. These invariants are then used for symmetric image recognition. Contrarily to the methods based on the complex moments in symmetric image analysis, our method does not need the pre-selection of moment values. Experimental results show that the proposed method achieves better performance compared to the existing methods.
Keywords
image recognition; method of moments; Tchebichef moment invariants; complex moments; rotation invariants; symmetric image analysis; symmetric image recognition; transformed image; translation invariants; Image analysis; Image recognition; Noise; Pattern recognition; Polynomials; Shape; Moment invariants; Tchebichef moments; symmetric images;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5654131
Filename
5654131
Link To Document