Unsupervised Three-Dimensional Image Registration Using a Cycle Convolutional Neural Network.
Ziwei LuJean-Louis CoatrieuxGuanyu YangTiancong HuaLiyu HuYouyong KongLijun TangXiaomei ZhuJean-Louis DillensegerHuazhong ShuPublished in: ICIP (2019)
Keyphrases
- convolutional neural network
- image registration
- three dimensional
- face detection
- volume reconstruction
- mutual information
- medical imaging
- unsupervised learning
- image pairs
- data driven
- computed tomography
- coarse to fine
- semi supervised
- multi modality
- image alignment
- image matching
- medical image registration
- affine transformation
- virtual reality
- neural network
- multi view
- human body
- image sequences
- object recognition
- image processing
- image analysis
- surface model
- supervised learning
- depth map
- registration process
- image mosaicing
- unsupervised manner
- registration accuracy
- log polar
- object detection
- multiresolution
- computer vision