A5044962073- Generative Adversarial Networks and Image Synthesis
- Face recognition and analysis
- 3D Shape Modeling and Analysis
- Computer Graphics and Visualization Techniques
- Cleft Lip and Palate Research
- Human Pose and Action Recognition
- Craniofacial Disorders and Treatments
- Forensic Anthropology and Bioarchaeology Studies
- Advanced Vision and Imaging
ETH Zurich
2023
Presurgical orthopedic plates are widely used for the treatment of cleft lip and palate, which is most common craniofacial birth defect. For traditional plate fabrication, an impression taken under airway-endangering conditions, recent digital alternatives overcome via intraoral scanners. However, these demand proficiency in 3D modeling software addition to generally required clinical knowledge design.We address limitations with a data-driven fully automated pipeline, endowed graphical user...
We present a neural scene graph---a modular and controllable representation of scenes with elements that are learned from data. focus on the forward rendering problem, where graph is provided by user references elements. The correspond to geometry material definitions objects constitute leaves graph; we store them as high-dimensional vectors. position appearance can be adjusted in an artist-friendly manner via familiar transformations, e.g. translation, bending, or color hue shift, which...