IEEE - Institute of Electrical and Electronics Engineers, Inc. - Efficient Large-Scale Approximate Nearest Neighbor Search on the GPU

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Patrick Wieschollek ; Oliver Wang ; Alexander Sorkine-Hornung ; Hendrik P. A. Lensch
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 2,027 - 2,035
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.223
Regular:

We present a new approach for efficient approximate nearest neighbor (ANN) search in high dimensional spaces, extending the idea of Product Quantization. We propose a two level product and vector... View More

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