| CV | Computer vision |
| CMS | Crowd Monitoring System |
| CCTV | Closed-circuit television |
| CNNs | Convolutional neural networks |
| DCNNs | Deep convolutional neural networks |
| GLCM | gray level co-occurrence matrices |
| HoG | Histogram of oriented gradients |
| IoT | Internet of Things |
| KLT | Kanade Lucas Tomasi |
| LBP | Local binary pattern |
| SVM | Support vector machine |
| MAE | Mean absolute error |
| MSE | Mean square error |
| RF | Random forest |
| SIFT | Scale Invariant Feature Transform |
| SOA | State of the art |
| TMLMs | Traditional machine learning methods |
| UAVs | Unmanned Aerial Vehicles |