Evaluation of the Pose Tracking Performance of the Azure Kinect and Kinect v2 for Gait Analysis in Comparison with a Gold Standard: A Pilot Study
暂无分享,去创建一个
Bert Arnrich | Clemens Markus Brahms | Justin Amadeus Albert | Victor Owolabi | Arnd Gebel | Urs Granacher | Justin Amadeus Albert | B. Arnrich | U. Granacher | C. M. Brahms | A. Gebel | Victor Owolabi
[1] Yaser Sheikh,et al. OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields , 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[2] Nira Herrmann,et al. Accuracy, reliability, and validity of a spatiotemporal gait analysis system. , 2006, Medical engineering & physics.
[3] P. Olivier,et al. Accuracy of the Microsoft Kinect sensor for measuring movement in people with Parkinson's disease. , 2014, Gait & posture.
[4] Andrew W. Fitzgibbon,et al. Real-time human pose recognition in parts from single depth images , 2011, CVPR 2011.
[5] Lucas Sabalka,et al. Automated Depth Video Monitoring For Fall Reduction : A Case Study , 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[6] KolbAndreas,et al. Kinect range sensing , 2015 .
[7] John Hansen,et al. Investigating the impact of a motion capture system on Microsoft Kinect v2 recordings: A caution for using the technologies together , 2018, PloS one.
[8] S. Fritz,et al. White paper: "walking speed: the sixth vital sign". , 2009, Journal of geriatric physical therapy.
[9] Eduardo Palermo,et al. A markerless system for gait analysis based on OpenPose library , 2020, 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).
[10] Hans-Peter Seidel,et al. VNect , 2017, ACM Trans. Graph..
[11] V. L. Nickel,et al. Gait parameters following stroke: a practical assessment. , 1995, Journal of rehabilitation research and development.
[12] Alessandro Scano,et al. A Kinect-Based Biomechanical Assessment of Neurological Patients' Motor Performances for Domestic Rehabilitation , 2016 .
[13] Min-Ho Song,et al. How Fast Is Your Body Motion? Determining a Sufficient Frame Rate for an Optical Motion Tracking System Using Passive Markers , 2016, PloS one.
[14] I. Jonkers,et al. Quantitative gait analysis in Parkinson's disease: comparison with a healthy control group. , 2005, Archives of physical medicine and rehabilitation.
[15] Luca Romeo,et al. Accuracy evaluation of the Kinect v2 sensor during dynamic movements in a rehabilitation scenario , 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[16] Ruzena Bajcsy,et al. Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect , 2015, 2015 International Conference on Healthcare Informatics.
[17] Tung-Wu Lu,et al. Quantification of three-dimensional soft tissue artifacts in the canine hindlimb during passive stifle motion , 2018, BMC Veterinary Research.
[18] Ciara M O'Connor,et al. Automatic detection of gait events using kinematic data. , 2007, Gait & posture.
[19] Melvyn Roerdink,et al. Kinematic Validation of a Multi-Kinect v2 Instrumented 10-Meter Walkway for Quantitative Gait Assessments , 2015, PloS one.
[20] Moataz Eltoukhy,et al. Improved kinect-based spatiotemporal and kinematic treadmill gait assessment. , 2017, Gait & posture.
[21] Begonya Garcia-Zapirain,et al. Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications , 2014, Sensors.
[22] Leslie G. Portney Dpt PhD Fapta,et al. Foundations of Clinical Research: Applications to Practice , 2015 .
[23] M. Morris,et al. Constraints on the kinetic, kinematic and spatiotemporal parameters of gait in Parkinson's disease , 1999 .
[24] Linda Denehy,et al. Validity of the Microsoft Kinect for assessment of postural control. , 2012, Gait & posture.
[25] Julius Verrel,et al. Accuracy and Reliability of the Kinect Version 2 for Clinical Measurement of Motor Function , 2016, PloS one.
[26] Christian Szegedy,et al. DeepPose: Human Pose Estimation via Deep Neural Networks , 2013, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[27] Xu Xu,et al. Accuracy of the Microsoft Kinect for measuring gait parameters during treadmill walking. , 2015, Gait & posture.
[28] Andreas Kolb,et al. Kinect range sensing: Structured-light versus Time-of-Flight Kinect , 2015, Comput. Vis. Image Underst..
[29] Jennifer McGinley,et al. Test-retest reliability and inter-tester reliability of kinematic data from a three-dimensional gait analysis system. , 2003, Journal of the Japanese Physical Therapy Association = Rigaku ryoho.
[30] Tom W Macpherson,et al. Real-time measurement of pelvis and trunk kinematics during treadmill locomotion using a low-cost depth-sensing camera: A concurrent validity study. , 2016, Journal of biomechanics.
[31] J S Higginson,et al. Two simple methods for determining gait events during treadmill and overground walking using kinematic data. , 2008, Gait & posture.
[32] Ross A Clark,et al. Three-dimensional cameras and skeleton pose tracking for physical function assessment: A review of uses, validity, current developments and Kinect alternatives. , 2019, Gait & posture.
[33] Elise Lachat,et al. Assessment and Calibration of a RGB-D Camera (Kinect v2 Sensor) Towards a Potential Use for Close-Range 3D Modeling , 2015, Remote. Sens..
[34] Nasser Kehtarnavaz,et al. Fusion of depth, skeleton, and inertial data for human action recognition , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[35] Yohan Dupuis,et al. A Study of Vicon System Positioning Performance , 2017, Sensors.
[36] Ross A Clark,et al. Gait assessment using the Microsoft Xbox One Kinect: Concurrent validity and inter-day reliability of spatiotemporal and kinematic variables. , 2015, Journal of biomechanics.
[37] Naoto Fujita,et al. Validity of motion analysis using the Kinect system to evaluate single leg stance in patients with hip disorders. , 2018, Gait & posture.
[38] G Atkinson,et al. Statistical Methods For Assessing Measurement Error (Reliability) in Variables Relevant to Sports Medicine , 1998, Sports medicine.