Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator for Static Video Surveillance - Can We Learn Pedestrian Detectors and Pose Estimators Without Real Data?
Hironori HattoriNamhoon LeeVishnu Naresh BoddetiFares BeainyKris M. KitaniTakeo KanadePublished in: Int. J. Comput. Vis. (2018)
Keyphrases
- pedestrian detector
- video surveillance
- pre trained
- pedestrian detection
- pose estimation
- data association
- moving objects
- background subtraction
- computer vision
- event detection
- human body
- d objects
- training data
- pedestrian tracking
- object tracking
- maximum likelihood
- training examples
- infrared
- multi view
- object detection
- illumination variations
- appearance variations
- learning algorithm