Zernike moments and genetic algorithm: Tutorial and application

作者: Oluleye BABATUNDE , Leisa ARMSTRONG , Jinsong LENG , Dean DIEPEVEEN , None

DOI: 10.9734/BJMCS/2014/10931

关键词: ComputationImage processingFeature extractionContextual image classificationAffine transformationZernike polynomialsRGB color modelFitness functionPattern recognitionArtificial intelligenceMathematics

摘要: … Zernike moment(ZM) is an excellent region-based moment which … We have demonstrated the effectiveness of Zernike moment in … of Zernike Moment (ZM) - a region-based moments. …

参考文章(22)
Miroslaw Pawlak, Simon Xinmeng Liao, Image analysis by moments The University of Manitoba (Canada). ,(1994)
Adhi Susanto, Paulus Insap Santosa, Lukito Edi Nugroho, Abdul Kadir, EXPERIMENTS OF ZERNIKE MOMENTS FOR LEAF IDENTIFICATION ,(2012)
Jan Flusser, Barbara Zitova, Tomas Suk, Moments and Moment Invariants in Pattern Recognition ,(2009)
Mark S. Nixon, Alberto S. Aguado, Feature Extraction Image Processing For Computer Vision ,(2012)
Mark S. Nixon, Alberto S. Aguado, Feature Extraction and Image Processing ,(2002)
S. N. Deepa, S. N. Sivanandam, Introduction to genetic algorithms ,(2007)
Yongqing Xin, Miroslaw Pawlak, Simon Liao, Image Reconstruction with Polar Zernike Moments Pattern Recognition and Image Analysis. pp. 394- 403 ,(2005) , 10.1007/11552499_45
Stephen Gang Wu, Forrest Sheng Bao, Eric You Xu, Yu-Xuan Wang, Yi-Fan Chang, Qiao-Liang Xiang, A Leaf Recognition Algorithm for Plant Classification Using Probabilistic Neural Network international symposium on signal processing and information technology. pp. 11- 16 ,(2007) , 10.1109/ISSPIT.2007.4458016
B.J. Chen, H.Z. Shu, H. Zhang, G. Chen, C. Toumoulin, J.L. Dillenseger, L.M. Luo, Quaternion Zernike moments and their invariants for color image analysis and object recognition Signal Processing. ,vol. 92, pp. 308- 318 ,(2012) , 10.1016/J.SIGPRO.2011.07.018
Reza Kasyauqi Sabhara, Chin Poo Lee, Kian Ming Lim, Comparative Study of Hu Moments and Zernike Moments in Object Recognition The Smart Computing Review. ,vol. 3, pp. 166- 173 ,(2013) , 10.6029/SMARTCR.2013.03.003