Search Results for author:
Found 9 papers, 5 papers with code
HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs
The decomposition of the parametric model and high-quality vertex displacements allows us to animate the model and modify it semantically.
TriPlaneNet: An Encoder for EG3D Inversion
Recent progress in NeRF-based GANs has introduced a number of approaches for high-resolution and high-fidelity generative modeling of human heads with a possibility for novel view rendering.
How to Boost Face Recognition with StyleGAN?
We show that a simple approach based on fine-tuning pSp encoder for StyleGAN allows us to improve upon the state-of-the-art facial recognition and performs better compared to training on synthetic face identities.
Relightable 3D Head Portraits from a Smartphone Video
The model is fitted to the sequence of frames with human face-specific priors that enforce the plausibility of albedo-lighting decomposition and operates at the interactive frame rate.
TRANSPR: Transparency Ray-Accumulating Neural 3D Scene Point Renderer
New scenes can be modeled using gradient-based optimization of neural descriptors and of the rendering network.
Neural Point-Based Graphics
A deep rendering network is learned in parallel with the descriptors, so that new views of the scene can be obtained by passing the rasterizations of a point cloud from new viewpoints through this network.
Coordinate-based Texture Inpainting for Pose-Guided Image Generation
Since the input photograph always observes only a part of the surface, we suggest a new inpainting method that completes the texture of the human body.
Stack-U-Net: Refinement Network for Image Segmentation on the Example of Optic Disc and Cup
In this work, we propose a special cascade network for image segmentation, which is based on the U-Net networks as building blocks and the idea of the iterative refinement.
Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network
If undiagnosed in time, glaucoma causes irreversible damage to the optic nerve leading to blindness.
