CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting.
Vishwanath SindagiVishal M. PatelPublished in: CoRR (2017)
Keyphrases
- density estimation
- multi task learning
- multi task
- mixture model
- learning tasks
- learning problems
- gaussian processes
- probability density function
- high order
- transfer learning
- prior knowledge
- theoretical analysis
- outlier detection
- em algorithm
- gaussian mixture model
- learning algorithm
- expectation maximization
- pairwise
- multi class
- loss function
- maximum a posteriori
- similarity search
- generative model
- prior information
- knowledge discovery
- machine learning
- exponential family