Conductivity Prediction and Image Reconstruction of Complex-Valued Multi-Frequency Electrical Capacitance Tomography Based on Deep Neural Network.
Liying ZhuYandan JiangYi LiWu LuMaomao ZhangPublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- image reconstruction
- complex valued
- neural network
- recurrent neural networks
- activation function
- real valued
- prediction model
- low frequency
- high frequency
- super resolution
- limited angle
- tomographic reconstruction
- artificial neural networks
- hidden layer
- back propagation
- radon transform
- sparsely sampled
- image reconstruction algorithms
- emission computed tomography
- feed forward
- multi layer perceptron
- multi valued
- neural nets
- dimensionality reduction
- fault diagnosis
- fuzzy neural network
- prediction error
- linear equations
- fuzzy logic
- wavelet transform
- pattern recognition
- genetic algorithm
- radial basis function
- neural network model
- learning rate
- bp neural network
- feature selection