Scalable nearest neighbour methods for high dimensional data

For many computer vision and machine learning problems, large training sets are key for good performance. However, the most computationally expensive part of many computer vision and machine learning algorithms consists of finding nearest neighbour matches to high dimensional vectors that repres...

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Bibliographic Details
Main Author: Muja, Marius
Language:English
Published: University of British Columbia 2013
Online Access:http://hdl.handle.net/2429/44402