Are pre-trained CNNs good feature extractors for anomaly detection in surveillance videos?
Tiago S. NazaréRodrigo Fernandes de MelloMoacir A. PontiPublished in: CoRR (2018)
Keyphrases
- anomaly detection
- surveillance videos
- feature extractors
- pre trained
- video surveillance
- training data
- video data
- multi camera
- feature extraction
- video sequences
- real time
- training examples
- object tracking
- surveillance system
- unsupervised learning
- human activities
- supervised learning
- small number
- computer vision
- moving objects
- image segmentation
- image processing
- data mining