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A Riemannian Framework for Linear and Quadratic Discriminant Analysis on the Tangent Space of Shapes

We present a Riemannian framework for linear and quadratic discriminant classification on the tangent plane of the shape space of curves. The shape space is infinite dimensional and is constructed out of square root velocity functions of curves. We introduce the notion of mean and covariance of shap...

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Vydáno v:Conf Comput Vis Pattern Recognit Workshops
Hlavní autoři: Pal, Susovan, Woods, Roger P., Panjiyar, Suchit, Sowell, Elizabeth, Narr, Katherine L., Joshi, Shantanu H.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5710852/
https://ncbi.nlm.nih.gov/pubmed/29201534
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPRW.2017.102
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