Classification of Diabetic Retinopathy Stages using Histogram of Oriented Gradients and Shallow Learning

Keyphrases

• Histogram of Oriented Gradients 100%
• Proliferative Diabetic Retinopathy 100%
• Shallow Learning 100%
• Diabetic Retinopathy Stages 100%
• Gradient-based Learning 100%
• Diabetic Retinopathy 33%
• Feature Selection Methods 16%
• Texture Features 16%
• Factor Analysis 16%
• Three-class 16%
• Computer Vision 16%
• Good Enough 16%
• Support Vector Machine Learning 16%
• Binary-class Classification 16%
• Extracting Features 16%
• Retina 16%
• Random Forest Machine Learning 16%
• Invisible 16%
• DIARETDB0 16%
• Public Database 16%
• Whole Image 16%
• Experimental Mechanism 16%

Engineering

• Histogram 100%
• Shallower 100%
• Experimental Result 33%
• Texture Feature 33%
• Feature Extraction 33%
• Random Forest 33%
• Good Performance 33%
• Selection Method 33%
• Support Vector Machine 33%
• Similarities 33%
• Design of Experiments 33%
• Computervision 33%

Computer Science

• histogram of oriented gradient 100%
• Texture Feature 33%
• Experimental Result 33%
• Feature Selection 33%
• Support Vector Machine 33%
• Machine Learning 33%
• Computer Vision 33%
• Class Classification 33%
• Random Decision Forest 33%
• Good Performance 33%
• Experimental Mechanism 33%