CNN-Based cascaded multi-task learning of high-level prior and density estimation for crowd counting.
Vishwanath A. SindagiVishal M. PatelPublished in: AVSS (2017)
Keyphrases
- density estimation
- multi task learning
- multi task
- mixture model
- learning tasks
- gaussian processes
- probability density function
- transfer learning
- learning algorithm
- learning problems
- high order
- exponential family
- outlier detection
- theoretical analysis
- gaussian mixture model
- em algorithm
- prior knowledge
- data sets
- prior information
- machine learning
- maximum a posteriori
- generative model
- expectation maximization
- multi class
- probabilistic model
- metric learning