Machine Learning
- Developd material recognition system based on spatial mapping and scene understanding.
- The system applies to real-time platforms by inferring from framebuffers and projecting materials into a live virtual environment.
- Developed an alternative system that works directly on texture data by leveraging texture superpixels.
- The system trains on virtual environments reconstructed from real space.
- These methods allow automatic material recognition for acoustic rendering tasks.
