Tissue classification of noisy MR brain images using constrained GMM

Keyphrases

• Magnetic Resonance Imaging 100%
• EM Algorithm 100%
• Tissue Classification 100%
• Brain Magnetic Resonance Imaging 100%
• Gaussian Mixture Model 50%
• Mixture Model 50%
• Global Features 50%
• Low Contrast 50%
• Noisy Conditions 50%
• Initialization Method 50%
• Brain MRI 50%
• Maximum Likelihood 50%
• Brain Tissue 50%
• Tissue Segmentation 50%
• Gaussian Component 50%
• Spatial Layout 50%
• Multiple Tissues 50%
• Global Maximum 50%
• T1-weighted 50%
• Automated Algorithm 50%

Computer Science

• Reported Result 100%
• Global Feature 100%
• maximum-likelihood 100%
• Gaussian Component 100%
• Spatial Layout 100%
• Initialization Method 100%
• Gaussian Mixture Model 100%

Engineering

• Gaussians 100%
• Brain Image 100%
• EM Algorithm 66%
• Maximum Likelihood 33%
• Gaussian Mixture Model 33%
• Brain Tissue 33%