monocular

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#monocular

@FinanceYF5: A Chinese open-source model can reconstruct 3D scenes in real-time from any video. Just one camera, no LiDAR needed, handles over 10,000 frames without crashing, and runs at 20fps on a single GPU. Its benchmark scores surpass traditional optimization-based methods, tested on drone aerial photography, dashcams, and indoor tours. And it's fully open-source.

X AI KOLs Timeline · 2026-07-20 Cached

A Chinese open-source model reconstructs 3D scenes in real-time from a single camera video, no LiDAR required, achieves 20fps on a single GPU with performance superior to traditional optimization methods. Fully open-source.

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#monocular

ReViV: Reconstructing the Viewer and the View in 4D from Monocular Egocentric Video

Hugging Face Daily Papers · 2026-07-20 Cached

ReViV is a unified framework for holistic egocentric 4D reconstruction that simultaneously reconstructs viewer (body, hand, gaze) and view (depth, camera trajectory) dynamics from a single monocular RGB video using a Masked Generative Egocentric Transformer, achieving state-of-the-art accuracy and efficiency.

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#monocular

MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

Hugging Face Daily Papers · 2026-07-13 Cached

MetaView proposes a diffusion-based monocular novel view synthesis framework that combines implicit geometry priors with metric depth guidance to achieve consistent and controllable rendering under large viewpoint changes from a single image.

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