A new YOLO-based method for real-time crowd detection from video and performance analysis of YOLO models.
Mehmet Sirin GündüzGültekin IsikPublished in: J. Real Time Image Process. (2023)
Keyphrases
- real time
- detection method
- high accuracy
- probabilistic model
- model selection
- preprocessing
- statistical model
- machine learning methods
- computational complexity
- significant improvement
- detection algorithm
- key frames
- linear regression
- prediction model
- prior knowledge
- video sequences
- face detection and tracking
- autoregressive
- cut detection
- video data
- event detection
- segmentation method
- false positives
- object detection
- multimedia