Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing.
Johannes H. UhlStefan LeykYao-Yi ChiangWeiwei DuanCraig A. KnoblockPublished in: IET Image Process. (2018)
Keyphrases
- weakly supervised
- convolutional neural networks
- image segmentation
- superpixels
- multiscale
- relation extraction
- object segmentation
- topic models
- object class
- segmentation method
- segmentation algorithm
- semi supervised
- active contours
- deformable models
- graph cuts
- markov random field
- domain specific
- computer vision
- machine learning
- named entities
- shape prior
- automatic extraction
- information retrieval