Deep Convolutional and LSTM Networks on Multi-Channel Time Series Data for Gait Phase Recognition.
David KreuzerMichael MunzPublished in: Sensors (2021)
Keyphrases
- multi channel
- gait recognition
- human recognition
- human gait
- deep learning
- anti aliasing
- single channel
- pattern recognition
- recognition rate
- recurrent neural networks
- network structure
- human identification
- principal component analysis
- recognition algorithm
- channel assignment
- unsupervised learning
- person identification
- feature extraction
- peer to peer
- hidden markov models
- deep belief networks
- convolutional neural networks
- gait energy image