A novel surface denoising approach based on deep learning for freeform structured surface in metrology

Keyphrases

• Freeform 100%
• Metrology 100%
• Structured Surface 100%
• Deep Learning 100%
• Surface Denoising 100%
• Denoising 40%
• Deep Convolutional Neural Network (deep CNN) 40%
• Deep Learning Methods 40%
• Parameter Tuning 20%
• Suppress Noise 20%
• Neural Network 20%
• Filtration 20%
• Expert Knowledge 20%
• Surface Characterization 20%
• Gaussian Wavelet 20%
• Wavelet Filter 20%
• Image Processing 20%
• Manufacturing Process 20%
• Surface Measurement 20%
• Surface Metrology 20%
• ISO Standards 20%
• Metrology System 20%
• Gaussian Filter 20%
• Measuring Process 20%
• High-frequency Component 20%
• Profile Data 20%
• Object Classification 20%
• Object Detection 20%
• PDE 20%
• Training Process 20%
• Limited Training Data 20%
• Metrological 20%
• Processing Task 20%
• Edge Distortion 20%
• Process Cost 20%
• Manual Parameters 20%
• Diffusion Filter 20%
• Unknown Noise 20%
• Conventional Filters 20%
• Standard Filter 20%

Engineering

• Structured Surface 100%
• Deep Learning Method 100%
• Convolutional Neural Network 66%
• Experimental Result 33%
• Partial Differential Equation 33%
• Image Processing 33%
• Main Issue 33%
• Learning Technique 33%
• Graphics Processing Unit 33%
• Gaussian Filter 33%
• Data Profile 33%
• High-Frequency Component 33%
• Processing Task 33%