Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Comparison between the proposed 3-stream fusion-based CNN model and the corresponding 1-stream versions
| 3-Stream network | 1-Stream networks | |||
|---|---|---|---|---|
| grayscale | LBP | HOG | ||
| Training time (min) | 3.55 | 1.56 | 1.52 | 1.80 |
| Prediction time (sec/image) | 0.0029 | 0.0011 | 0.0011 | 0.0011 |
| Loss rate | 0.07 | 0.11 | 0.11 | 0.12 |
| Accuracy rate | 97.76 | 95.80 | 95.67 | 95.31 |
