Digital Picture Processing
Cluster Analysis by Binary Morphology
IEEE Transactions on Pattern Analysis and Machine Intelligence
A clustering method based on multidimensional texture analysis
Pattern Recognition
A Markov random field model for mode detection in cluster analysis
Pattern Recognition Letters
| Hi-index | 0.14 |
A relaxation process is described and applied to the detection of the modes of the underlying probability density function for clustering multidimensional data. When the process is iterated, the label probabilities become very high in the modal region and very low in the valleys, so that mode detection becomes trivial.