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
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;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5654131