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On the Geodesic Distance in Shapes K-means Clustering

In this paper, the problem of clustering rotationally invariant shapes is studied and a solution using Information Geometry tools is provided. Landmarks of a complex shape are defined as probability densities in a statistical manifold. Then, in the setting of shapes clustering through a K-means algo...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Entropy (Basel)
Egile Nagusiak: Gattone, Stefano Antonio, De Sanctis, Angela, Puechmorel, Stéphane, Nicol, Florence
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: MDPI 2018
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7513169/
https://ncbi.nlm.nih.gov/pubmed/33265736
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20090647
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