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Kineo pipeline enables calibration-free metric motion capture from sparse RGB cameras

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Researchers have developed Kineo, a new pipeline for markerless motion capture that eliminates the need for precise camera calibration. This system uses sparse RGB cameras to simultaneously calibrate cameras and reconstruct 3D keypoints and scene geometry at metric scale. Kineo demonstrates significant improvements in accuracy over existing calibration-free methods and is efficient enough to process footage faster than its real-time duration. AI

RANK_REASON The cluster describes a new research paper detailing a novel method for motion capture. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.CV →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Kineo pipeline enables calibration-free metric motion capture from sparse RGB cameras

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The cluster describes a new research paper detailing a novel method for motion capture. [lever_c_demoted from research: ic=1 ai=0.7]
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COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · Charles Javerliat, Pierre Raimbaud, Guillaume Lavou\'e ·

    Kineo: Calibration-Free Metric Motion Capture From Sparse RGB Cameras

    arXiv:2510.24464v3 Announce Type: replace Abstract: Markerless multi-view motion capture is often constrained by the need for precise camera calibration, limiting accessibility for non-experts and in-the-wild captures. Existing calibration-free approaches mitigate this requiremen…

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