Small-variance nonparametric clustering on the hypersphere

Structural regularities in man-made environments reflect in the distribution of their surface normals. Describing these surface normal distributions is important in many computer vision applications, such as scene understanding, plane segmentation, and regularization of 3D reconstructions. Based on...

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Bibliographic Details
Published in:	2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 334 - 342
Main Authors:	Straub, Julian, Campbell, Trevor, How, Jonathan P., Fisher, John W.
Format:	Conference Proceeding Journal Article
Language:	English
Published:	IEEE 01.06.2015
Subjects:	Algorithms Backbone Clustering Clustering algorithms Computer vision Data models Dirichlet problem Hidden Markov models Inference algorithms Mixture models Pattern recognition Reconstruction Shape Surface reconstruction Surface treatment Three dimensional Three-dimensional displays Vectors
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
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