Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction.
Yuting ZhangKihyuk SohnRuben VillegasGang PanHonglak LeePublished in: CVPR (2015)
Keyphrases
- structured prediction
- object detection
- maximum margin
- conditional random fields
- markov networks
- efficient learning
- max margin
- approximate inference
- latent variables
- posterior probability
- computer vision
- bayesian networks
- pattern classification
- learning tasks
- maximum likelihood
- graphical models
- probability distribution