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A Robust Distance Measure for Similarity-based classification on the SPD Manifold

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PSSSD

This repository is the implementation of the TNNLS 2019 paper "A Robust Distance Measure for Similarity-based classification on the SPD Manifold"

We provide a example of our method on the Eth-80 object reccognition dataset.

We train the model by running the matlab code

train.m

If this code is helpful, we'd appreciate it if you could cite our paper

@article{zhi2019a, 
author={Gao, Zhi and Wu, Yuwei and Jia, Yunde and Harandi, Mehrtash}, 
journal={IEEE Transactions on Neural Networks and Learning Systems (TNNLS)}, 
title={A Robust Distance Measure for Similarity-Based Classification on the SPD Manifold}, 
year={2019}, 
pages={1-15},
}

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