LumiGauss: Relightable Gaussian Splatting in the Wild
We propose a 2D Gaussian Splatting model tht decouples the environment lightning and intrinsic properties of the captured subject. After training, we can relight the scene using a …
Joanna Kaleta
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1 min read
BlendFields: Few-Shot Example-Driven Facial Modeling
We generate realistic 3D avatars from just as few as five multi-view frames. Compared to the previous approaches, which may use up to 1 million images, our approach is …
CoNeRF: Controllable Neural Radiance Fields
We extend neural 3D representations to allow for intuitive and interpretable user control beyond novel view rendering (i.e. camera control). We demonstrate, to the best of our …
UCSG-Net - Unsupervised Discovering of Constructive Solid Geometry Tree
We present a new method that learns Constructive Solid Geometry (CSG) operations that operates on Signed Distance Field representation of 2D/3D shapes. The method discovers these …
American Sign Language Fingerspelling Recognition Using Wide Residual Networks
We present a new classification deep learning model for American Sign Language fingerspelling recongition. Our approach relies on multiple, image-phenomena based augmentation …