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This article has been retracted at the request of the Editors-in-Chief. Please see http://www.elsevier.com/locate/withdrawalpolicy. Reason: This article is retracted at the request of the Editors-in-Chief and agreed with the authors. It has come to the attention of the Editors-in-Chief of Pattern Recognition Letters (PRL) that the article ''Invariance image analysis using modified Zernike moments'', N.K. Kamila, S. Mahapatra, S. Nanda, Pattern Recognition Letters 26 (2005)747-753 closely resembles ''Invariance analysis of improved Zernike moments'', Y. Bin and P. Jia-Xiong, J. Optics A: Pure Appli. Optics 4 (2002) 606-614. In the Kamila et al. article the main part of the text and the experiment presentation (though with different data) are almost a literal reproduction of those appearing in the latter article, and where the text is verbatim, the passage is not in inverted commas and the original source is not quoted. PRL author guidelines clearly state that consideration of an article for publication in the Journal is made on the basis that the article is original, unpublished, and not being considered for publication elsewhere.