Research Article
Scene-Specialized Multitarget Detector with an SMC-PHD Filter and a YOLO Network
Table 4
FPPI of our proposed SMC-PHD YOLO, SMC YOLO, YOLO, SMC-PHD R-CNN, and SMC R-CNN on the YouTubeBB dataset.
| Method | Airplane | Bicycle | Boat | Car |
| SMC-PHD YOLO | 0.81 | 0.69 | 0.84 | 0.88 | GM-PHD YOLO | 0.79 | 0.65 | 0.82 | 0.84 | SMC YOLO | 0.76 | 0.63 | 0.76 | 0.81 | YOLO | 0.71 | 0.57 | 0.68 | 0.76 | SMC-PHD R-CNN | 0.82 | 0.70 | 0.83 | 0.88 | SMC R-CNN | 0.79 | 0.67 | 0.83 | 0.89 |
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