Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF).
Qingyu LiYilei ShiXin HuangXiao Xiang ZhuPublished in: IEEE Trans. Geosci. Remote. Sens. (2020)
Keyphrases
- conditional random fields
- pairwise
- neural network
- markov random field
- higher order
- long range
- crf model
- random fields
- probabilistic model
- hidden markov models
- multi class
- maximum entropy
- semi supervised
- image labeling
- semantic segmentation
- structured prediction
- graphical models
- belief propagation
- back propagation
- generative model
- network model
- feature vectors
- training algorithm
- approximate inference
- contextual features
- ordinal scale
- artificial neural networks
- neural nets
- segmentation method
- image features
- information extraction
- max margin
- feature space
- multiscale
- similarity measure
- sequence classification
- image segmentation
- machine learning