Depth from Defocus via Discriminative Metric Learning.
Qiufeng WuKuanquan WangWangmeng ZuoYanjun ChenPublished in: ICONIP (3) (2011)
Keyphrases
- metric learning
- semi supervised
- depth from defocus
- distance metric
- distance metric learning
- pairwise
- learning tasks
- depth estimation
- distance function
- multi task
- spatial domain
- dimensionality reduction
- semi supervised learning
- labeled data
- feature space
- supervised learning
- unsupervised learning
- multi view
- depth map
- feature extraction
- machine learning
- frequency domain
- distance measure
- multi class
- stereo vision
- knn
- probabilistic model
- active learning
- blurred images
- image sequences
- learning algorithm