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Acquisition, Encoding and Rendering of Material Appearance Using Compact Neural Bidirectional Texture Functions
(2021-11-23)
This thesis addresses the problem of photo-realistic rendering of real-world materials. Currently the most faithful approach to render an existing material is scanning the Bidirectional Reflectance Function (BTF), which ...
Self-Supervised Shape and Appearance Modeling via Neural Differentiable Graphics
(2023)
Inferring 3D shape and appearance from natural images is a fundamental challenge in computer vision. Despite recent progress using deep learning methods, a key limitation is the availability of annotated training data, as ...