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Convolutional Neural Networks learn compact local image descriptors

Computer Vision and Pattern Recognition 2013-06-04 v2
Authors: Christian Osendorfer , Justin Bayer , Patrick van der Smagt
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Abstract

A standard deep convolutional neural network paired with a suitable loss function learns compact local image descriptors that perform comparably to state-of-the art approaches.

Keywords

convolutional neural network deep neural networks deep learning for image classification

Cite

@article{arxiv.1304.7948,
  title  = {Convolutional Neural Networks learn compact local image descriptors},
  author = {Christian Osendorfer and Justin Bayer and Patrick van der Smagt},
  journal= {arXiv preprint arXiv:1304.7948},
  year   = {2013}
}

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