The Impact of the PCA Dimensionality Reduction for CNN based Hyperspectral Image Classification

Computer Science

• Image Classification 100%
• Convolutional Neural Network 100%
• Principal Components 100%
• Component Analysis 100%
• Hyperspectral Image 100%
• Dimensionality Reduction 100%
• Classification Accuracy 16%
• Deep Learning 8%
• Experimental Result 8%
• Neural Network Model 8%
• Neural Network Training 8%
• Training Process 8%
• Explained Variance 8%
• Spectral Feature 8%
• Spectral Information 8%
• High Dimensionality 8%
• 3D Convolutional Neural Networks 8%
• Convolution Kernel 8%

Mathematics

• Convolutional Neural Network 100%
• Principal Component Analysis 100%
• Dimensionality Reduction 100%
• Variance 16%
• Deep Learning 8%
• Network Model 8%
• Convolution 8%

Earth and Planetary Sciences

• Principal Component Analysis 100%
• Hyperspectral Image Classification 100%
• Hyperspectral Image 22%