Dense Semantic Labeling of Very-High-Resolution Aerial Imagery and LiDAR with Fully-Convolutional Neural Networks and Higher-Order CRFs.
Yansong LiuSankaranarayanan PiramanayagamSildomar T. MonteiroEli SaberPublished in: CVPR Workshops (2017)
Keyphrases
- aerial imagery
- higher order
- convolutional neural networks
- lidar data
- aerial images
- conditional random fields
- building facades
- crf model
- man made structures
- urban areas
- convolutional network
- semantic segmentation
- pairwise
- markov random field
- point cloud
- image segmentation
- urban environments
- elevation data
- hough transform
- graphical models
- hidden markov models
- high resolution
- information extraction
- probabilistic model
- image analysis
- moving objects
- multiscale