uBAM: Unsupervised Behavior Analysis and Magnification using Deep Learning.
Biagio BrattoliUta BüchlerMichael DorkenwaldPhilipp ReiserLinard FilliFritjof HelmchenAnna-Sophia WahlBjörn OmmerPublished in: CoRR (2020)
Keyphrases
- behavior analysis
- deep learning
- unsupervised learning
- deep architectures
- weakly supervised
- anomaly detection
- restricted boltzmann machine
- deep belief networks
- unsupervised feature learning
- supervised learning
- machine learning
- surveillance system
- super resolution
- semi supervised
- mental models
- low resolution
- dimensionality reduction
- high resolution
- object recognition
- video surveillance
- segmentation algorithm
- model selection
- relation extraction
- co occurrence
- information extraction
- computer vision
- learning algorithm