Search Results for author: Moustafa Meshry

Found 8 papers, 1 papers with code

RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis

no code implementations14 May 2022 Jonathan Tremblay, Moustafa Meshry, Alex Evans, Jan Kautz, Alexander Keller, Sameh Khamis, Charles Loop, Nathan Morrical, Koki Nagano, Towaki Takikawa, Stan Birchfield

We present a large-scale synthetic dataset for novel view synthesis consisting of ~300k images rendered from nearly 2000 complex scenes using high-quality ray tracing at high resolution (1600 x 1600 pixels).

Novel View Synthesis

Learned Spatial Representations for Few-shot Talking-Head Synthesis

no code implementations ICCV 2021 Moustafa Meshry, Saksham Suri, Larry S. Davis, Abhinav Shrivastava

In contrast, we propose to factorize the representation of a subject into its spatial and style components.

Frame

StEP: Style-based Encoder Pre-training for Multi-modal Image Synthesis

no code implementations CVPR 2021 Moustafa Meshry, Yixuan Ren, Larry S Davis, Abhinav Shrivastava

Specifically, we pre-train a generic style encoder using a novel proxy task to learn an embedding of images, from arbitrary domains, into a low-dimensional style latent space.

Image Generation Translation

Neural Rerendering in the Wild

no code implementations CVPR 2019 Moustafa Meshry, Dan B. Goldman, Sameh Khamis, Hugues Hoppe, Rohit Pandey, Noah Snavely, Ricardo Martin-Brualla

Starting from internet photos of a tourist landmark, we apply traditional 3D reconstruction to register the photos and approximate the scene as a point cloud.

3D Reconstruction

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