A novel deep multi-channel residual networks-based metric learning method for moving human localization in video surveillance.
Wei HuangHuijun DingGuang ChenPublished in: Signal Process. (2018)
Keyphrases
- multi channel
- video surveillance
- metric learning
- preprocessing
- pairwise
- moving objects
- input data
- probabilistic model
- background subtraction
- distance function
- distance metric learning
- data sets
- post processing
- unsupervised learning
- model selection
- object detection
- nearest neighbor
- support vector machine
- multiscale
- learning algorithm