Rapid Retrieval of Lung Nodule CT Images Based on Hashing and Pruning Methods
Table 1
Description of lung nodule feature extraction.
Feature
Descriptors
Representation
Gray
3 gray features (gray mean, variance, and entropy)
Morphology
7 invariant moments features (Hu moment invariants)
, ,
5 geometrical features (perimeter, area, roundness, rectangularity, and maximum diameter)
4 medical signs (calcification area and degree, cavitary area, and degree) and Fourier descriptor
Texture
14 texture features from GLCM (contrast, angular second moment, entropy, inverse difference moment, etc.) with 4 different angles as well as the mean, variance of them