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Fast Encoder-Based 3D from Casual Videos via Point Track Processing
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2026-03-03 09:44:13
raw text
NVIDIA Research Fast Encoder-Based 3D from Casual Videos via Point Track Processing Fast Encoder-Based 3D from Casual Videos via Point Track Processing Yoni Kasten 1 Wuyue Lu 2 Haggai Maron 1,3 1 NVIDIA Research 2 Simon Fraser University 3 Technion NeurIPS 2024 Paper Code Your browser does not support the video tag. TracksTo4D receives video frames with a set of pre-extracted point tracks presented in corresponding colors as inputs (left side), and maps them into dynamic 3D structures and camera positions (right side). The output camera trajectory is presented as gray frustums, whereas the current camera is marked in red. The reconstructed 3D scene points are presented in corresponding colors to the input tracks. Note that the outputs presented on this web page are obtained at inference time, with a single feed-forward prediction, without any optimization or fine-tuning, on...
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