Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models.
Amitangshu MukherjeeAmeya JoshiSoumik SarkarChinmay HegdePublished in: CVPR Workshops (2019)
Keyphrases
- generative model
- traffic data
- network traffic
- travel time
- traffic flow
- probabilistic model
- road network
- prior knowledge
- discriminative models
- discriminative learning
- em algorithm
- generative and discriminative models
- conditional random fields
- multi source
- semi supervised
- anomaly detection
- object categories
- intrusion detection
- conditional probabilities
- expectation maximization
- data mining
- semi supervised learning
- maximum likelihood
- genetic algorithm
- machine learning