Cover Image

MoCap-Impute: A Comprehensive Benchmark and Comparative Analysis of Imputation Methods for IMU-based Motion Capture Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bekhit, Mahmoud, Salah, Ahmad, Alrawahi, Ahmed Salim, Attia, Tarek, Ali, Ahmed, Eldesokey, Esraa, Fathalla, Ahmed
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MoCap2GT: A High-Precision Ground Truth Estimator for SLAM Benchmarking Based on Motion Capture and IMU Fusion
by: Shu, Zichao, et al.
Published: (2025)

MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond
by: Ren, Shenghao, et al.
Published: (2025)

Mesquite MoCap: Democratizing Real-Time Motion Capture with Affordable, Bodyworn IoT Sensors and WebXR SLAM
by: Vanani, Poojan, et al.
Published: (2025)

MoCap2Radar: A Spatiotemporal Transformer for Synthesizing Micro-Doppler Radar Signatures from Motion Capture
by: Chen, Kevin, et al.
Published: (2025)

FreeMotion: MoCap-Free Human Motion Synthesis with Multimodal Large Language Models
by: Zhang, Zhikai, et al.
Published: (2024)

MMVP: A Multimodal MoCap Dataset with Vision and Pressure Sensors
by: Zhang, He, et al.
Published: (2024)

No MoCap Needed: Post-Training Motion Diffusion Models with Reinforcement Learning using Only Textual Prompts
by: Macaluso, Girolamo, et al.
Published: (2025)

What Physics do Data-Driven MoCap-to-Radar Models Learn?
by: Chen, Kevin, et al.
Published: (2026)

Optimal Design of a PV/Hydrogen‐Based Storage System to Supply Heat and Power to a Direct Air Carbon Capture System
by: Ahmed M. Attia, et al.
Published: (2025)

A Probabilistic Approach to Trajectory-Based Optimal Experimental Design
by: Attia, Ahmed
Published: (2026)

Probabilistic Approach to Black-Box Binary Optimization with Budget Constraints: Application to Sensor Placement
by: Attia, Ahmed
Published: (2024)

RDD4D: 4D Attention-Guided Road Damage Detection And Classification
by: Alkalbani, Asma, et al.
Published: (2025)

ImputeGAP: A Comprehensive Library for Time Series Imputation
by: Nater, Quentin, et al.
Published: (2025)

Real-Time Whole-Body Teleoperation of a Humanoid Robot Using IMU-Based Motion Capture with Sim2Sim and Sim2Real Validation
by: Durrani, Hamza Ahmed, et al.
Published: (2026)

Assisting MoCap-Based Teleoperation of Robot Arm using Augmented Reality Visualisations
by: Zhou, Qiushi, et al.
Published: (2025)

STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition
by: Zhu, Xiaoyu, et al.
Published: (2023)

DancingBox: A Lightweight MoCap System for Character Animation from Physical Proxies
by: Yuan, Haocheng, et al.
Published: (2026)

Slider Versus Tensioner Median Nerve Mobilization in Patients With Frozen Shoulder Randomized Controlled Comparative Study
by: Mohammed Moustafa Aldosouki Hegazy, et al.
Published: (2026)

TabImpute: Universal Zero-Shot Imputation for Tabular Data
by: Feitelberg, Jacob, et al.
Published: (2025)

A Simple and Innovative Simulator Model for Sialendoscopy Basket Stone Retrieval Training
by: Emad Ahmed Magdy, et al.
Published: (2025)

MoCap-to-Visual Domain Adaptation for Efficient Human Mesh Estimation from 2D Keypoints
by: Uguz, Bedirhan, et al.
Published: (2024)

Solving the Fisher nonlinear differential equations via Physics-Informed Neural Networks: A Comprehensive Retraining Study and Comparative Analysis with the Finite Difference Method
by: Aberqi, Ahmed, et al.
Published: (2026)

Transformer IMU Calibrator: Dynamic On-body IMU Calibration for Inertial Motion Capture
by: Zuo, Chengxu, et al.
Published: (2025)

SpATr: MoCap 3D Human Action Recognition based on Spiral Auto-encoder and Transformer Network
by: Bouzid, Hamza, et al.
Published: (2023)

Serialization of a 3D Human Body based on MoCap Data in a BVH File for Sequence Comparison
by: Natalia Abarca-Jiménez
Published: (2020)

Design of New Sensor Functionalized with Green Nanoparticles PbO@Hyphaene Thebaica for in‐situ Amoxicillin Monitoring in Real Media
by: Shazalia Mahmoud Ahmed Ali
Published: (2024)

Diaphragm Anatomy
by: Ahmed Ahmed Mohamed, Mahmoud
Published: (2018)

Improving Sparse IMU-based Motion Capture with Motion Label Smoothing
by: Meng, Zhaorui, et al.
Published: (2025)

Machine Learning for Missing Value Imputation
by: Ahmad, Abu Fuad, et al.
Published: (2024)

OpenMoCap: Rethinking Optical Motion Capture under Real-world Occlusion
by: Qian, Chen, et al.
Published: (2025)

MoCapAnything V2: End-to-End Motion Capture for Arbitrary Skeletons
by: Gong, Kehong, et al.
Published: (2026)

Multi-Agent Phase-Balancing around Polar Curves with Bounded Trajectories: An Experimental Study using Crazyflies and MoCap System
by: Bhati, Gaurav Singh, et al.
Published: (2024)

Discrete time multi-server loss systems and stochastic approximation with delayed groups of customers
by: Mahmoud Ahmed
Published: (2021)

Impute-MACFM: Imputation based on Mask-Aware Flow Matching
by: Liu, Dengyi, et al.
Published: (2025)

Output‐Feedback Control for a Class of Sampled‐Data ODE‐PDE Systems
by: Tarek Ahmed‐Ali, et al.
Published: (2025)

Improving Global Motion Estimation in Sparse IMU-based Motion Capture with Physics
by: Yi, Xinyu, et al.
Published: (2025)

Improving Low-Resource Machine Translation via Round-Trip Reinforcement Learning
by: Attia, Ahmed, et al.
Published: (2026)

Design of an AI-Powered Visual Search, Customer Assistance, and Scene Generation System for Artisan E-Commerce Platforms.
by: Barhoum, Tarek, et al.
Published: (2026)

Branched Variational Autoencoder Classifiers
by: Salah, Ahmed, et al.
Published: (2024)

Tracing the Path to Grokking: Embeddings, Dropout, and Network Activation
by: Salah, Ahmed, et al.
Published: (2025)