Image Recognition Using Modified Zernike Moments

Image Recognition Using Modified Zernike Moments

Zernike moments are complex moments with the orthogonal Zernike polynomials as kernel function, compared with other moments; Zernike moments have greater advantages in image rotation and low noise sensitivity. Because of the Zernike moments have image rotation invariance, and can construct arbitrary...

Full description

Bibliographic Details
Main Authors: Min HUANG, Yaqiong MA, Qiuping GONG
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2014-03-01
Series:Sensors & Transducers
Subjects:
Zernike moments
Rotation invariance
Image recognition
Zernike polynomial
Normalization.
Online Access:http://www.sensorsportal.com/HTML/DIGEST/march_2014/Vol_166/P_1930.pdf
id doaj-18fc212c7b6f46c1ba923a7de42b07b4
record_format Article
spelling doaj-18fc212c7b6f46c1ba923a7de42b07b42020-11-24T22:42:49ZengIFSA Publishing, S.L.Sensors & Transducers2306-85151726-54792014-03-011663219223Image Recognition Using Modified Zernike MomentsMin HUANG0Yaqiong MA1Qiuping GONG2School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450001, ChinaSchool of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450001, ChinaSchool of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450001, ChinaZernike moments are complex moments with the orthogonal Zernike polynomials as kernel function, compared with other moments; Zernike moments have greater advantages in image rotation and low noise sensitivity. Because of the Zernike moments have image rotation invariance, and can construct arbitrary high order moments, it can be used for target recognition. In this paper, the Zernike moment algorithm is improved, which makes it having scale invariance in the processing of digital image. At last, an application of the improved Zernike moments in image recognition is given. http://www.sensorsportal.com/HTML/DIGEST/march_2014/Vol_166/P_1930.pdfZernike momentsRotation invarianceImage recognitionZernike polynomialNormalization.
collection DOAJ
language English
format Article
sources DOAJ
author Min HUANG
Yaqiong MA
Qiuping GONG
spellingShingle Min HUANG
Yaqiong MA
Qiuping GONG
Image Recognition Using Modified Zernike Moments
Sensors & Transducers
Zernike moments
Rotation invariance
Image recognition
Zernike polynomial
Normalization.
author_facet Min HUANG
Yaqiong MA
Qiuping GONG
author_sort Min HUANG
title Image Recognition Using Modified Zernike Moments
title_short Image Recognition Using Modified Zernike Moments
title_full Image Recognition Using Modified Zernike Moments
title_fullStr Image Recognition Using Modified Zernike Moments
title_full_unstemmed Image Recognition Using Modified Zernike Moments
title_sort image recognition using modified zernike moments
publisher IFSA Publishing, S.L.
series Sensors & Transducers
issn 2306-8515
1726-5479
publishDate 2014-03-01
description Zernike moments are complex moments with the orthogonal Zernike polynomials as kernel function, compared with other moments; Zernike moments have greater advantages in image rotation and low noise sensitivity. Because of the Zernike moments have image rotation invariance, and can construct arbitrary high order moments, it can be used for target recognition. In this paper, the Zernike moment algorithm is improved, which makes it having scale invariance in the processing of digital image. At last, an application of the improved Zernike moments in image recognition is given.
topic Zernike moments
Rotation invariance
Image recognition
Zernike polynomial
Normalization.
url http://www.sensorsportal.com/HTML/DIGEST/march_2014/Vol_166/P_1930.pdf
work_keys_str_mv AT minhuang imagerecognitionusingmodifiedzernikemoments
AT yaqiongma imagerecognitionusingmodifiedzernikemoments
AT qiupinggong imagerecognitionusingmodifiedzernikemoments
_version_ 1725698142531223552

Similar Items