Table 2 Simulation setup for the different sampling methods
From: Automatic hand phantom map generation and detection using decomposition support vector machines
Sampling methods | ||
|---|---|---|
RS and SS | MPS (pooling size = \(p \times q\)) | |
# Training data sets per phantom map model | 100 | \(100 \times p \times q\) |
# Testing data sets per phantom map model | 10,000 | |
Number of phantom maps in each database | ||
Phantom map database | Type | Number of phantom map images |
# Generated phantom maps | Complete 5 | 100 |
Complete 10 | 100 | |
Incomplete 5 | 100 | |
Incomplete 10 | 100 | |
# Transformed reported phantom map images | Reported (original) | 5 |
Rotation | 72 \(\times \) 5 | |
Scaling | 10 \(\times \) 5 | |
Shearing | 20 \(\times \) 5 | |
Translation | 10 \(\times \) 5 | |
Barrel or pin cushion | 20 \(\times \) 5 | |