Unsupervised historical map registration by a deformation neural network.
Sidi WuRaimund SchnürerMagnus HeitzlerLorenz HurniPublished in: GeoAI@SIGSPATIAL (2022)
Keyphrases
- neural network
- image registration
- deformation field
- nonrigid registration
- registration process
- deformable registration
- registration framework
- surface registration
- deformable shapes
- competitive learning
- deformation model
- unsupervised learning
- supervised learning
- semi supervised
- maximum a posteriori
- nonrigid image registration
- deformable image registration
- intensity based registration
- rigid and non rigid
- aerial photographs
- artificial neural networks
- displacement field
- feature maps
- historical data
- self organizing maps
- thin plate spline
- radiation therapy
- medical image analysis
- free form deformation
- point cloud
- rigid motion
- deformable surface
- mr brain images
- biomechanical model
- image matching
- back propagation
- deformable mesh