Texton-based Scene Classification

A simple texton-based image classifier, using the bag-of-words approach to classify scenes

1. Filter banks applied for feature extraction

2. Multi-resolution spatial pyramid matching to preserve low-frequency features

3. Bayesian optimization for hyper-parameter tuning