Distance Matrix Neural Networks for human action recognition.
This code implements the following papers:
@inproceedings{HernandezRuiz:2017:CDM:3123266.3123299,
author = {Hernandez Ruiz, Alejandro and Porzi, Lorenzo and Rota Bul\`{o}, Samuel and Moreno-Noguer, Francesc},
title = {3D CNNs on Distance Matrices for Human Action Recognition},
booktitle = {Proceedings of the 2017 ACM on Multimedia Conference},
series = {MM '17},
year = {2017},
isbn = {978-1-4503-4906-2},
location = {Mountain View, California, USA},
pages = {1087--1095},
numpages = {9},
url = {http://doi.acm.org/10.1145/3123266.3123299},
doi = {10.1145/3123266.3123299},
acmid = {3123299},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {3d convolutional neural networks, activity recognition, deep learning, human action recognition},
}
If you find this code useful for your research, please cite:
@misc{HernandezRuiz2017DMNNcode,
author = {Hernandez Ruiz, Alejandro and Porzi, Lorenzo},
title = {Distance Matrix Neural Networks for human action recognition},
year = {2017},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/magnux/dmnn}},
}