ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation.
Yawar SiddiquiJulien ValentinMatthias NießnerPublished in: CVPR (2020)
Keyphrases
- semantic segmentation
- viewpoint
- active learning
- object class
- street scenes
- superpixels
- conditional random fields
- weakly supervised
- object categories
- label transfer
- training examples
- object classes
- semi supervised
- pascal voc
- scene classification
- training set
- supervised learning
- d objects
- image understanding
- bag of words
- object detection
- lighting conditions
- machine learning
- multiple views
- data sets
- image set
- learning process
- natural images
- object recognition
- appearance model
- image patches
- labeled data
- feature space
- graph cuts
- text classification
- decision trees
- learning algorithm
- small number