Comparison of Texture Feature Extraction Methods for Machine Condition Monitoring and Failure Analysis

Engineering

• Feature Extraction 100%
• Texture Feature 100%
• Condition Monitoring 100%
• Failure Analysis 100%
• Isolation Method 100%
• Random Field 33%
• Steel Surface 33%
• Failure Condition 33%
• Local Binary Pattern 33%
• Gaussians 33%
• Image Classification 33%
• Pattern Recognition 33%
• Gabor Filter 33%
• Nearest Neighbor 33%

Computer Science

• Failure Analysis 100%
• Condition Monitoring 100%
• Texture Feature 100%
• Feature Extraction 100%
• Wavelet Transforms 33%
• Performance Evaluation 33%
• Rotation Invariant 33%
• Gabor feature 33%
• Occurrence Matrix 33%
• Image Based Classification 33%
• Failure Condition 33%
• Pattern Recognition 33%

Chemical Engineering

• Condition Monitoring 100%