Detection and tracking of safety helmet based on DeepSort and YOLOv5.
Huajun SongXiuhui ZhangJie SongJianle ZhaoPublished in: Multim. Tools Appl. (2023)
Keyphrases
- multi target tracking
- detecting and tracking multiple
- false detections
- real time
- face detection and tracking
- joint detection
- human detection
- visual tracking
- detection accuracy
- false alarms
- object detection
- detection method
- motion model
- cluttered background
- automatic detection
- false positives
- partial occlusion
- detection algorithm
- detection rate
- appearance model
- target detection and tracking
- person detection
- real time tracking
- automatic initialization
- robust detection
- crowded scenes
- object tracking
- motion tracking
- complex background
- particle filtering
- video surveillance