Wavelet-based moment invariants for pattern recognition

2011 ◽  
Vol 50 (7) ◽  
pp. 077205 ◽  
Author(s):  
Guangyi Chen
Keyword(s):  
Pattern Recognition ◽  
Moment Invariants

A study of moment invariants based on pattern recognition

2009 ◽  
Author(s):  
Yunhui Wang ◽  
Junshan Ma ◽  
Jun Sun
Keyword(s):  
Pattern Recognition ◽  
Moment Invariants

Orthogonal Image Moment Invariants

2012 ◽  
pp. 34-52 ◽  
Author(s):  
G.A. Papakostas ◽  
E.G. Karakasis ◽  
D.E. Koulouriotis
Keyword(s):  
Pattern Recognition ◽  
Benchmark Problems ◽  
Moment Invariants ◽  
Orthogonal Moments ◽  
Image Moment ◽  
Image Moment Invariants

This chapter focuses on the usage of image orthogonal moments as discrimination features in pattern recognition applications and discusses their main properties. Initially, the ability of the moments to carry information of an image with minimum redundancy is studied, while their capability to enclose distinctive information that uniquely describes the image’s content is also examined. Along these directions, the computational formulas of the most representative moment families will be defined analytically and the form of the corresponding moment invariants in each case will be derived. Appropriate experiments have taken place in order to investigate the description capabilities of each moment family, by applying them in several benchmark problems.

New set of fractional-order generalized Laguerre moment invariants for pattern recognition

2020 ◽  
Vol 79 (31-32) ◽  
pp. 23261-23294 ◽  
Author(s):  
O. El Ogri ◽  
A. Daoui ◽  
M. Yamni ◽  
H. Karmouni ◽  
M. Sayyouri ◽  
...  
Keyword(s):  
Pattern Recognition ◽  
Fractional Order ◽  
Moment Invariants
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