IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning to Assign Orientations to Feature Points

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

Author(s): Kwang Moo Yi ; Yannick Verdie ; Pascal Fua ; Vincent Lepetit
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): 107 - 116
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.19
Regular:

We show how to train a Convolutional Neural Network to assign a canonical orientation to feature points given an image patch centered on the feature point. Our method improves feature point... View More

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