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Research questionHow can dynamic human bodies be reconstructed from monocular video faster without sacrificing rendering quality?Monocular video reconstruction must represent changing body shape and motion as complex spatiotemporal signals. Conventional MLP-based representations can require substantial training and computation while limiting reconstruction quality.
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Computer Vision
Image & Video Processing
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Latest papersRecent research connected to this question, newest first.Temporal Residual Neural Radiance Fields for Monocular Video Dynamic Human Body ReconstructionThe source studies temporal residual neural radiance fields for dynamic human-body reconstruction, including novel-view rendering and new-pose synthesis from monocular video. It reports PSNR, SSIM, and time-efficiency comparisons, including a claimed nearly 780-fold speedup with accuracy similar to Anim-NeRF and Neural Body.research paper · Sep 4, 2026
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