Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm.
Ziang YanJian LiangWeishen PanJin LiChangshui ZhangPublished in: CoRR (2017)
Keyphrases
- expectation maximization
- object detection
- em algorithm
- learning algorithm
- semi supervised
- search space
- probabilistic model
- neural network
- computational cost
- dynamic programming
- preprocessing
- computational complexity
- optimization algorithm
- np hard
- significant improvement
- high accuracy
- optimal solution
- detection algorithm
- recognition algorithm
- experimental evaluation
- supervised learning
- objective function
- mixture model
- parameter estimation