This analysis aims to evaluate the effectiveness of various clustering algorithms in in identifying homogeneous regions within the Salinas valley in california Hyperspectral Image (HSI).
- Cost function optimization clustering algorithms:
- K-means
- Fuzzy c-means
- Possibilistic c-means
- Probabilistic clustering(Gaussian Mixture Models)
- Hierarchical algorithms:
- Complete-link
- WPGMC
- Ward
The Matlab code along with the exported pdf are provided.