Novel Discrete Compactness-Based Training for Vector Quantization Networks: Enhancing Automatic Brain Tissue Classification

Table 5

Classification of points in image from Figure 6(a). The five classes with the minor number of members are presented (sorted decreasingly).

Class and members count	Segmentation by network topology 𝜏1	Class and members count	Segmentation by network topology 𝜏^DC1
Class 8: 2,619		Class 2: 12,754
Class 9: 2,107		Class 4: 12,464
Class 3: 1,270		Class 8: 3,564
Class 7: 1,072		Class 5: 2,878
Class 0: 897		Class 6: 2,337