Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/21320
Title: Generation of moment invariants and their uses for character recognition
Authors: Wong, WH
Siu, WC 
Lam, KM 
Keywords: Euclidean classification
Moment invariants
Weighting factor
Issue Date: 1995
Publisher: North-Holland
Source: Pattern recognition letters, 1995, v. 16, no. 2, p. 115-123 How to cite?
Journal: Pattern recognition letters 
Abstract: An automatic approach for the generation of moment invariants is presented. By making use of this approach a complete set of moment invariants is generated, many of which have never been reported in the literature. This approach will guarantee not to miss any possible expression that may be useful for pattern recognition. Consequently, the generated sets of moment invariants, including higher-order moments, have been used for the recognition of English alphabets. We also include the results of our study on selecting the best set of weighting factors for invariant moments, such that we have improved the recognition rates to over 98.8%.
URI: http://hdl.handle.net/10397/21320
ISSN: 0167-8655
EISSN: 1872-7344
DOI: 10.1016/0167-8655(94)00089-L
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