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Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation.
Binhui Xie
Longhui Yuan
Shuang Li
Chi Harold Liu
Xinjing Cheng
Published in:
CVPR (2022)
Keyphrases
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semantic segmentation
active learning
superpixels
conditional random fields
weakly supervised
domain specific
object categories
object classes
object class
natural images
scene classification
label transfer
decision trees
bayesian networks
shape prior
image structure