Unsupervised domain-adaptive scene-specific pedestrian detection for static video surveillance.
Quanzheng MouLongsheng WeiConghao WangDapeng LuoSongze HeJing ZhangHuimin XuChen LuoChangxin GaoPublished in: Pattern Recognit. (2021)
Keyphrases
- video surveillance
- pedestrian detection
- pedestrian tracking
- pedestrian detector
- scene understanding
- human detection
- crowded scenes
- moving objects
- object detection
- human body
- computer vision
- surveillance system
- surveillance videos
- object tracking
- background subtraction
- event detection
- video sequences
- detection of moving objects
- multiple cameras
- semi supervised
- detection rate
- benchmark datasets
- data association
- infrared imagery
- pre trained
- three dimensional
- image sequences
- object motion
- multi target tracking
- training data
- appearance model
- transfer learning
- feature selection
- machine learning