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用于步态评估的Kinect的有效性:一项重点综述。

Validity of the Kinect for Gait Assessment: A Focused Review.

作者信息

Springer Shmuel, Yogev Seligmann Galit

机构信息

Department of Physical Therapy, Faculty of Health Sciences ,Ariel University, Kiryat Hamda, Ariel 40700, Israel.

Faculty of Medicine, Tel-Aviv University, Tel Aviv 69978, Israel.

出版信息

Sensors (Basel). 2016 Feb 4;16(2):194. doi: 10.3390/s16020194.


DOI:10.3390/s16020194
PMID:26861323
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4801571/
Abstract

Gait analysis may enhance clinical practice. However, its use is limited due to the need for expensive equipment which is not always available in clinical settings. Recent evidence suggests that Microsoft Kinect may provide a low cost gait analysis method. The purpose of this report is to critically evaluate the literature describing the concurrent validity of using the Kinect as a gait analysis instrument. An online search of PubMed, CINAHL, and ProQuest databases was performed. Included were studies in which walking was assessed with the Kinect and another gold standard device, and consisted of at least one numerical finding of spatiotemporal or kinematic measures. Our search identified 366 papers, from which 12 relevant studies were retrieved. The results demonstrate that the Kinect is valid only for some spatiotemporal gait parameters. Although the kinematic parameters measured by the Kinect followed the trend of the joint trajectories, they showed poor validity and large errors. In conclusion, the Kinect may have the potential to be used as a tool for measuring spatiotemporal aspects of gait, yet standardized methods should be established, and future examinations with both healthy subjects and clinical participants are required in order to integrate the Kinect as a clinical gait analysis tool.

摘要

步态分析可能会改善临床实践。然而,由于需要昂贵的设备,而这些设备在临床环境中并非总是可用,其应用受到限制。最近的证据表明,微软Kinect可能提供一种低成本的步态分析方法。本报告的目的是批判性地评估描述将Kinect用作步态分析仪器的同时效度的文献。对PubMed、CINAHL和ProQuest数据库进行了在线搜索。纳入的研究是使用Kinect和另一种金标准设备评估步行情况的研究,并且至少包含一项时空或运动学测量的数值结果。我们的搜索识别出366篇论文,从中检索到12项相关研究。结果表明,Kinect仅对某些时空步态参数有效。尽管Kinect测量的运动学参数遵循关节轨迹的趋势,但它们的效度较差且误差较大。总之,Kinect可能有潜力用作测量步态时空方面的工具,但应建立标准化方法,并且未来需要对健康受试者和临床参与者进行检查,以便将Kinect整合为临床步态分析工具。

相似文献

[1]
Validity of the Kinect for Gait Assessment: A Focused Review.

Sensors (Basel). 2016-2-4

[2]
Gait assessment using the Microsoft Xbox One Kinect: Concurrent validity and inter-day reliability of spatiotemporal and kinematic variables.

J Biomech. 2015-7-16

[3]
Accuracy of the Microsoft Kinect for measuring gait parameters during treadmill walking.

Gait Posture. 2015-7

[4]
Gait analysis with the Kinect v2: normative study with healthy individuals and comprehensive study of its sensitivity, validity, and reliability in individuals with stroke.

J Neuroeng Rehabil. 2019-7-26

[5]
Full-body motion assessment: Concurrent validation of two body tracking depth sensors versus a gold standard system during gait.

J Biomech. 2019-3-18

[6]
Concurrent validity of the Microsoft Kinect for Windows v2 for measuring spatiotemporal gait parameters.

Med Eng Phys. 2016-9

[7]
Validity of the Microsoft Kinect in assessing spatiotemporal and lower extremity kinematics during stair ascent and descent in healthy young individuals.

Med Eng Phys. 2018-10

[8]
Validity of time series kinematical data as measured by a markerless motion capture system on a flatland for gait assessment.

J Biomech. 2018-4-11

[9]
Improved kinect-based spatiotemporal and kinematic treadmill gait assessment.

Gait Posture. 2017-1

[10]
Kinematic Validation of a Multi-Kinect v2 Instrumented 10-Meter Walkway for Quantitative Gait Assessments.

PLoS One. 2015-10-13

引用本文的文献

[1]
Validity and Reliability of a Smartphone-Based Gait Assessment in Measuring Temporal Gait Parameters: Challenges and Recommendations.

Biosensors (Basel). 2025-6-20

[2]
Estimation of Three-Dimensional Ground Reaction Force and Center of Pressure During Walking Using a Machine-Learning-Based Markerless Motion Capture System.

Bioengineering (Basel). 2025-5-29

[3]
Optomechanical Analysis of Gait in Patients with Ankylosing Spondylitis.

Sensors (Basel). 2025-3-14

[4]
Talking during walking: the diagnostic potential of turn dynamics in Alzheimer's disease, mild cognitive impairment and cognitive aging.

Front Aging Neurosci. 2025-2-19

[5]
Gait Parameters Can Be Derived Reliably and Validly from Augmented Reality Glasses in People with Parkinson's Disease Performing 10-m Walk Tests at Comfortable and Fast Speeds.

Sensors (Basel). 2025-2-18

[6]
Reliability and Validity Examination of a New Gait Motion Analysis System.

Sensors (Basel). 2025-2-11

[7]
Clinical Whole-Body Gait Characterization Using a Single RGB-D Sensor.

Sensors (Basel). 2025-1-8

[8]
GaitKeeper: An AI-Enabled Mobile Technology to Standardize and Measure Gait Speed.

Sensors (Basel). 2024-8-28

[9]
Concurrent Validity of Motion Parameters Measured With an RGB-D Camera-Based Markerless 3D Motion Tracking Method in Children and Young Adults.

IEEE J Transl Eng Health Med. 2024

[10]
Detection of mild cognitive impairment using various types of gait tests and machine learning.

Front Neurol. 2024-7-11

本文引用的文献

[1]
Kinematic Validation of a Multi-Kinect v2 Instrumented 10-Meter Walkway for Quantitative Gait Assessments.

PLoS One. 2015-10-13

[2]
Gait assessment using the Microsoft Xbox One Kinect: Concurrent validity and inter-day reliability of spatiotemporal and kinematic variables.

J Biomech. 2015-7-16

[3]
Accuracy of the Microsoft Kinect for measuring gait parameters during treadmill walking.

Gait Posture. 2015-7

[4]
Instrumenting gait assessment using the Kinect in people living with stroke: reliability and association with balance tests.

J Neuroeng Rehabil. 2015-2-12

[5]
New lower-limb gait asymmetry indices based on a depth camera.

Sensors (Basel). 2015-2-24

[6]
Detection of gait cycles in treadmill walking using a Kinect.

Gait Posture. 2015-2

[7]
Using perceptive computing in multiple sclerosis - the Short Maximum Speed Walk test.

J Neuroeng Rehabil. 2014-5-27

[8]
Comparative abilities of Microsoft Kinect and Vicon 3D motion capture for gait analysis.

J Med Eng Technol. 2014-7

[9]
Walking speed: the functional vital sign.

J Aging Phys Act. 2015-4

[10]
Quantifying individual components of the timed up and go using the kinect in people living with stroke.

Neurorehabil Neural Repair. 2015-1

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