An efficient method for the computation of Legendre moments

被引:50
|
作者
Yap, PT [1 ]
Paramesran, R [1 ]
机构
[1] Univ Malaya, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
关键词
moments; feature representation;
D O I
10.1109/TPAMI.2005.232
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Legendre moments are continuous moments, hence, when applied to discrete-space images, numerical approximation is involved and error occurs. This paper proposes a method to compute the exact values of the moments by mathematically integrating the Legendre polynomials over the corresponding intervals of the image pixels. Experimental results show that the values obtained match those calculated theoretically, and the image reconstructed from these moments have lower error than that of the conventional methods for the same order. Although the same set of exact Legendre moments can be obtained indirectly from the set of geometric moments, the computation time taken is much longer than the proposed method.
引用
收藏
页码:1996 / 2002
页数:7
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