Feature Selection for Object-Based Classification of High-Resolution Remote Sensing Images Based on the Combination of a Genetic Algorithm and Tabu Search
Table 2
List of object features.
Feature category
Object features
Number of features
Spectral
Mean, Brightness, NDVI, NDWI, HSI, Ratio, Standard deviation, Skewness, etc.
22
Geometry
Length/Width, Shape index, Area, Volume, Compactness, Density, Asymmetry, etc.
27
Texture
Homogeneity, Contrast, Dissimilarity, Entropy, Mean, StdDev, Correlation, Ang. 2nd moment, etc.
