Segmentation of 3D meshes combining the artificial neural network classifier and the spectral clustering

Segmentation of 3D meshes combining the artificial neural network classifier and the spectral clustering

3D mesh segmentation has become an essential step in many applications in 3D shape analysis. In this paper, a new segmentation method is proposed based on a learning approach using the artificial neural networks classifier and the spectral clustering for segmentation. Firstly, a training step is don...

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Bibliographic Details
Main Authors: Fatima Rafii Zakani, Khadija Arhid, Mohcine Bouksim, Mohamed Aboulfatah, Taoufiq Gadi
Format: Article
Language:English
Published: Samara National Research University 2018-04-01
Series:Компьютерная оптика
Subjects:
3D shapes
segmentation
artificial neural networks
spectral clustering
Online Access:http://computeroptics.smr.ru/KO/PDF/KO42-2/420218.pdf

Internet

http://computeroptics.smr.ru/KO/PDF/KO42-2/420218.pdf

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