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This is the published codes for Dilated Convolutional Neural Networks for Sequential Manifold-valued Data ICCV 2019

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# DCNN
This is the published code for 
[Dilated Convolutional Neural Networks for Sequential Manifold-valued Data *ICCV 2019*](https://openaccess.thecvf.com/content_ICCV_2019/html/Zhen_Dilated_Convolutional_Neural_Networks_for_Sequential_Manifold-Valued_Data_ICCV_2019_paper.html).

The medical dataset cannot be published because of the private issue.

The UCF11 dataset is similar to the [SPD-SRU](https://github.com/zhenxingjian/SPD-SRU) on my github.

When running the codes, be sure that run Preprocessed_UCF11.py first.

Then run the manifoldDCNN_forUCF11.py.

The DTI and the ODF is for reference if you have your own datasets.

# Video
The video introduction of this paper can be found [here](https://www.youtube.com/watch?v=_nT2hrYQL0w)

# Citation
```
@InProceedings{zhen2019dilated,
author = {Zhen, Xingjian and Chakraborty, Rudrasis and Vogt, Nicholas and Bendlin, Barbara B. and Singh, Vikas},
title = {Dilated Convolutional Neural Networks for Sequential Manifold-Valued Data},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
month = {October},
year = {2019}
}
```

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