GAN meets chemometrics: Segmenting spectral images with pixel2pixel image translation with conditional generative adversarial networks

Keyphrases

• Image-to-image Translation 100%
• Chemometrics 100%
• Spectral Image 100%
• Conditional Generative Adversarial Network (cGAN) 100%
• Threshold Method 40%
• Generative Models 20%
• Visible-infrared 20%
• Image Classification 20%
• Classification Basis 20%
• Near-infrared Spectrum 20%
• Partial Least Squares Discriminant Analysis (PLS-DA) 20%
• Pixel-wise 20%
• Analytical Chemistry 20%
• Neural Model 20%
• Intersection over Union 20%
• Contextual Information 20%
• Multispectral Image Analysis 20%
• Spectral Imaging Analysis 20%
• Spectral Imaging 20%
• Multispectral Image Processing 20%
• Image Segmentation 20%
• Complex Analytical Systems 20%
• Traditional Image 20%
• Pixel Classification 20%
• Image Segmentation Method 20%
• Image Processing 20%
• Segmentation Problem 20%
• Network Applications 20%
• Model Generator 20%

Engineering

• Tasks 100%
• Image Translation 100%
• Image Processing 66%
• Least Square 33%
• Image Analysis 33%
• Segmentation Method 33%
• Image Classification 33%
• Imaged Scene 33%
• Deep Learning 33%
• Neural Model 33%