Design of high-order rotation invariants from Gaussian-Hermite moments

被引：21
|
作者：
Yang, Bo [1 ,2 ]
Flusser, Jan [1 ]
Suk, Tomas [1 ]
机构：
[1] CAS, Inst Informat Theory & Automat, Prague 18208 8, Czech Republic
[2] Northwestern Polytech Univ, Sch Automat, Xian 710072, Peoples R China
来源：
SIGNAL PROCESSING | 2015年 / 113卷
关键词：
Rotation invariants; Geometric moments; Gaussian-Hermite moments; Recurrent relation; IMAGE-ANALYSIS; RECOGNITION;
D O I：
10.1016/j.sigpro.2015.01.005
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper we proposed a method to design and numerically calculate high-order rotation invariants from Gaussian-Hermite moments. We employed the invariant properties of the Gaussian-Hermite moments discovered earlier in [1] and we showed how to construct rotation Gaussian-Hermite invariants even in the cases when no explicit invariants from geometric moments are available. We verify by experiments the rotation invariance and show that we are capable of computing much higher order of Gaussian-Hermite invariants than of geometric invariants, which brings better discrimination power. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码：61 / 67
页数：7
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