Abstract | ||
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•Affine invariants constructed by traditional integer order moment are sensitive to noise. To construct invariants with lower (non-integer) order moment, we generalize the order of moment from integer to non-integer, and propose the Mellin polar coordinate moment (MPCM).•Method is provided for constructing affine invariants by any order MPCM.•Invariants constructed by lower real order MPCMs are more robust to noise than invariants constructed by traditional moments. |
Year | DOI | Venue |
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2019 | 10.1016/j.patcog.2018.07.036 | Pattern Recognition |
Keywords | Field | DocType |
Mellin polar coordinate moment,Mellin transform,Repeated integral,Affine moment invariants,Affine transform | Affine invariance,Affine transformation,Integer,Pattern recognition,Shearing (physics),Pure mathematics,Polar coordinate system,Affine invariant,Invariant (mathematics),Artificial intelligence,Mathematics | Journal |
Volume | Issue | ISSN |
85 | 1 | 0031-3203 |
Citations | PageRank | References |
2 | 0.36 | 29 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Jianwei Yang | 1 | 58 | 12.73 |
Liang Zhang | 2 | 464 | 92.08 |
Yuan Yan Tang | 3 | 2662 | 209.20 |