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.
Comparative analysis of the proposed model with existing methods.
| Methods | Dataset | |
|---|---|---|
| Hockey Fight (%) | Surveillance Fight (%) | |
| Motion Blobs and Random Forest [14] | 82.40 | -- |
| VIF [15] | 82.90 | -- |
| ViF, OViF, AdaBoost, and SVM [16] | 87.50 | -- |
| Fine-Tune MobileNet [16] | 87.00 | -- |
| Improved Fisher Vectors [17] | 93.70 | -- |
| Hough Forests and 2D CNN [19] | 94.60 | -- |
| HOG3D + KELM [20] | 95.05 | -- |
| Two streams (Optical Flow + Darknet-19) [32] | 98 | 74 |
| Proposed CNN-LSTM model | 98.00 | 81.05 |
