Deep Learning with Cinematic Rendering - Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images.
Faisal MahmoodRichard J. ChenSandra SudarskyDaphne YuNicholas J. DurrPublished in: CoRR (2018)
Keyphrases
- medical images
- deep learning
- photorealistic
- fine tuning
- computer graphics
- hand held
- d scene
- virtual reality
- unsupervised feature learning
- highly accurate
- photorealistic rendering
- image space
- range images
- complex scenes
- unsupervised learning
- image acquisition
- anatomical structures
- deformable models
- pattern recognition
- vision system
- medical imaging
- machine learning
- point cloud
- mental models
- region of interest
- virtual environment
- weakly supervised
- object detection
- semi supervised
- viewpoint
- pairwise