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Moment-Based Methods of Identification and Localization of Partially Visible Objects

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Issues on Machine Vision

Part of the book series: International Centre for Mechanical Sciences ((CISM,volume 307))

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Abstract

The paper contains the brief description of identification of partially occluded 2-D objects and 3-D objects represented by their silhouettes (which also can be occluded). The algorithms are based on moment expressions. For occluded objects the moments of contours are applied instead of the moments of regions.

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References

  1. Hu, M.K.: Pattern recognition by moment invariants, IRE Trans. Inf. Theory, IT-8 (1962), 179–187.

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  2. Cyganski, D. et al.: A tensor operator method for identifying the affine transformation relating image pairs, Proc. IEEE Conf. Comp.Vision and Patt. Rec., 1983, 361–363.

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  3. Pinjo, Z. et al.: Determination of 3-D object orientation from projections, Patt. Rec. Lellers, 3 (1985), 351–356.

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  4. Śluzek, A.: Identification of 2-D objects in 3-D space, in: Signal Processing III (Ed. I.T.Young et al.), North-Holland, Amsterdam 1986, 921–924.

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  5. Scdjadi, F.A. and E.L. Hall.: Three-dimensional moment invariants, IEEE Trans.PAMI,PAMI-2 (1980), 127–136.

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  6. Śluzek, A.: Using moment invariants to recognize and locate partially occluded 2-D objects, Patt. Rec. Letters, 7 (1988), 253–257.

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© 1989 Springer-Verlag Wien

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Ĺšluzek, A. (1989). Moment-Based Methods of Identification and Localization of Partially Visible Objects. In: Pieroni, G.G. (eds) Issues on Machine Vision. International Centre for Mechanical Sciences, vol 307. Springer, Vienna. https://doi.org/10.1007/978-3-7091-2830-5_19

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  • DOI: https://doi.org/10.1007/978-3-7091-2830-5_19

  • Publisher Name: Springer, Vienna

  • Print ISBN: 978-3-211-82148-0

  • Online ISBN: 978-3-7091-2830-5

  • eBook Packages: Springer Book Archive

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