Examples

• Binary Pattern Dictionary Learning
  • load datset
  • BPDL
• Generic dictionary learning
  • load datset
  • Pre-Processing
  • Generic dictionary learning
• Indipendent Component Analyses
  • load datset
  • FastICA
• Multi-subject dictionary learning & CanICA
  • load datset
  • CanICA
  • Dictionary Learning
• Non-negative matrix factorization
  • load datset
  • Pre-Processing
  • Non-negative matrix factorization
• Sparse PCA
  • load datset
  • Pre-Processing
  • SparsePCA
• Spectral Clustering
  • load datset
  • Pre-Processing
  • SparsePCA
• Synthetic datasets
• Training sigmoid funstion for gene activations
  • Compute histograms
  • Fuzzy activations
• Sample registration of an image to patterns - Deamons
  • Input images
  • Symmetric Diffeomorphic Registration
  • Smooth Symmetric Diffeomorphic Registration
• All results on Synthetic datasets - Binary images
  • Loading data
  • Dependency in number of used patterns
  • Plots by datasets
  • Plots by methods
• BPDL results on Synthetic datasets - binary images
  • Loading data
  • Dependency on number of used patterns
• All results on Synthetic datasets - Prob. images
  • Loading data
  • Parse name and noise level
  • Dependency on iter. parameter
  • Dependency on number of samples
  • Dependency on level of noise
• Results on Synthetic datasets - Prob. images
  • Loading data
  • Parse name and noise level
  • Dependency on level of noise