Research Article
An Efficient Deep Learning Mechanism for the Recognition of Olive Trees in Jouf Region
Table 7
Proposed techniques comparison.
| | | Reticular matching | Multilevel thresholding | Detection utilizing red-bands | Enhanced K-means techniques | Proposed techniques |
| | Database | QuickBird | SIGPAC viewer | SIGPAC viewer | SIGPAC viewer | UAV and satellites images pro | | Spectrum | Grey-scale | Grey-scale | Red-band | RGB | RGB | | Number of images | Not available | 96 | 60 | 110 | 250 |
| | Evaluation metrics | | TA | | | Not available | | | | CFR (percent) | 5 | 5 | 1.3 | 5 | 0.98 | | OFR (percent) | 7 | 3 | 5 | 1 | 1.3 | | EF (percent) | 1.25 | 1.2 | 1.28 | 0.98 | 0.95 |
|
|
