On the Use of Deep Active Semi-Supervised Learning for Fast Rendering in Global Illumination.
Ibtissam ConstantinJoseph ConstantinAndré BigandPublished in: J. Imaging (2020)
Keyphrases
- semi supervised learning
- global illumination
- computer graphics
- ray tracing
- monte carlo
- ambient occlusion
- semi supervised
- unlabeled data
- labeled data
- shape recovery
- unsupervised learning
- supervised learning
- structured light
- machine learning
- training data
- image space
- image synthesis
- light transport
- reflectance properties
- subsurface scattering
- active learning
- photorealistic
- virtual environment
- image processing
- computer vision
- dimensionality reduction