CNNGeometric MatConvNet implementation
Switch branches/tags
Nothing to show
Clone or download
Ignacio Rocco Spremolla  "WILLOW
Ignacio Rocco Spremolla "WILLOW minor fix
Latest commit d11ffd1 Sep 18, 2017

README.md

CNNGeometric MatConvNet implementation

( PyTorch version released)

This is the implementation of the paper:

I. Rocco, R. Arandjelović and J. Sivic. Convolutional neural network architecture for geometric matching. CVPR 2017 [website][arXiv]

using the MatConvNet toolbox for MATLAB.

If you use this code in your project, please cite use using:

@InProceedings{Rocco17,
  author       = "Rocco, I. and Arandjelovi\'c, R. and Sivic, J.",
  title        = "Convolutional neural network architecture for geometric matching",
  booktitle    = "Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition",
  year         = "2017",
}

Getting started

  • demo.m downloads trained models and shows how to perform alignment
  • evaluate.m shows how to evaluate the trained models on the ProposalFlow and Caltech-101 datasets.
  • demo_train.m shows how to train a new model