Human activity recognition using multi-input CNN model with FFT spectrograms

Author:

Yaguchi Kei1,Ikarigawa Kazukiyo1,Kawasaki Ryo1,Miyazaki Wataru1,Morikawa Yuki1,Ito Chihiro1,Shuzo Masaki1,Maeda Eisaku1

Affiliation:

1. Tokyo Denki University, Adachi-ku, Tokyo, Japan

Publisher

ACM

Reference10 articles.

1. The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile Devices

2. Kaiming He Xiangyu Zhang Shaoqing Ren and Jian Sun. 2015. Deep Residual Learning for Image Recognition. arXiv:1512.03385 [cs.CV] Kaiming He Xiangyu Zhang Shaoqing Ren and Jian Sun. 2015. Deep Residual Learning for Image Recognition. arXiv:1512.03385 [cs.CV]

3. Kaiming He Xiangyu Zhang Shaoqing Ren and Jian Sun. 2016. Identity Mappings in Deep Residual Networks. arXiv:1603.05027 [cs.CV] Kaiming He Xiangyu Zhang Shaoqing Ren and Jian Sun. 2016. Identity Mappings in Deep Residual Networks. arXiv:1603.05027 [cs.CV]

4. Application of CNN for Human Activity Recognition with FFT Spectrogram of Acceleration and Gyro Sensors

5. CNN for human activity recognition on small datasets of acceleration and gyro sensors using transfer learning

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