Markerless Motion Capture

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

10 shown of 10 papers with code (38 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Capturing and Inferring Dense Full-Body Human-Scene Contact
  20 Jun 2022 2 repositories listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  We capture a new dataset called RICH for "Real scenes, Interaction, Contact and Humans."
• VideoRun2D: Cost-Effective Markerless Motion Capture for Sprint Biomechanics
  16 Sep 2024 1 repository listed
  This investigation first adapts two of these general trackers (MoveNet and CoTracker) for realistic biomechanical analysis and then evaluate them in comparison to manual tracking (with key points manually marked using…
• 3D Pose-Based Temporal Action Segmentation for Figure Skating: A Fine-Grained and Jump Procedure-Aware Annotation Approach
  29 Aug 2024 1 repository listed
  In the experimental results, we validated the usefulness of 3D pose features as input and the fine-grained dataset for the TAS model in figure skating.
• Machine Vision-Enabled Sports Performance Analysis
  18 Dec 2023 1 repository listed
  Goal: This study investigates the feasibility of monocular 2D markerless motion capture (MMC) using a single smartphone to measure jump height, velocity, flight time, contact time, and range of motion (ROM) during motor…
• Towards Single Camera Human 3D-Kinematics
  13 Jan 2023 1 repository listed
  Markerless estimation of 3D Kinematics has the great potential to clinically diagnose and monitor movement disorders without referrals to expensive motion capture labs; however, current approaches are limited by…
• PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images
  13 Jul 2022 1 repository listed
  To address these issues, we propose a Pyramidal Mesh Alignment Feedback (PyMAF) loop in our regression network for well-aligned human mesh recovery and extend it as PyMAF-X for the recovery of expressive full-body…
• A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets
  7 Jan 2022 1 repository listed
  Markerless motion capture has become an active field of research in computer vision in recent years.
• SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos
  23 Apr 2021 1 repository listed
  In this paper, we propose SportsCap -- the first approach for simultaneously capturing 3D human motions and understanding fine-grained actions from monocular challenging sports video input.
• Synergetic Reconstruction from 2D Pose and 3D Motion for Wide-Space Multi-Person Video Motion Capture in the Wild
  16 Jan 2020 1 repository listed
  We evaluated the proposed method using various datasets and a real sports field.
• Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture
  4 Aug 2018 1 repository listed
  We propose a CNN-based approach for multi-camera markerless motion capture of the human body.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.