Intrinsic sample mean in the space of planar shapes
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Show full item recordcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7037
comunitat-uji-handle3:10234/8635
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http://dx.doi.org/10.1016/j.patcog.2016.04.025 |
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Title
Intrinsic sample mean in the space of planar shapesDate
2016-12Publisher
ElsevierBibliographic citation
FLORES, M. J., et al. Intrinsic sample mean in the space of planar shapes. Pattern Recognition, 2016, vol. 60, p. 164-176.Type
info:eu-repo/semantics/articlePublisher version
http://www.sciencedirect.com/science/article/pii/S0031320316301030Version
info:eu-repo/semantics/publishedVersionSubject
Abstract
In this paper we consider the shape space as the set of smooth simple closed curves in R2R2 (parameterized curves), modulo translations, rotations and scale changes. An algorithm to obtain the intrinsic average of a ... [+]
In this paper we consider the shape space as the set of smooth simple closed curves in R2R2 (parameterized curves), modulo translations, rotations and scale changes. An algorithm to obtain the intrinsic average of a sample data (set of planar shape realizations), from the identification of the shape space with an infinite dimensional Grassmannian is proposed using a gradient descent type algorithm. A simulation study is carried out to check the performance of the algorithm. [-]
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Pattern Recognition, 2016, vol. 60Rights
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- MAT_Articles [766]