DocumentCode
3029619
Title
Shape recognition using a moment algorithm
Author
Zhang, Haifeng ; Zhang, Xin
Author_Institution
Dept. of Inf. & Electron., Hangzhou Univ. of Electron. Sci. & Technol., Hangzhou, China
fYear
2011
fDate
26-28 July 2011
Firstpage
3226
Lastpage
3229
Abstract
At first we introduce Hu moment invariant. According to its higher computational complexity and higher time consuming, we introduce an improved Hu moment as we called boundary moment. This paper proves boundary moment invariants computed using the shape boundary only, which tremendously reduce computations compared to traditional Hu moment. Then we do experiments to recognize shape using boundary moment invariants and the result proves that the boundary moment invariants can be used as effective features in shape recognition.
Keywords
computational complexity; computational geometry; image recognition; Hu moment invariant; boundary moment; computational complexity; moment algorithm; shape boundary; shape recognition; Algorithm design and analysis; Image recognition; Interference; Noise; Pattern recognition; Shape; Hu moment; boundary moment; moment invariant; shape recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-1-61284-771-9
Type
conf
DOI
10.1109/ICMT.2011.6002037
Filename
6002037
Link To Document