Gait biometrics with a Microsoft Kinect sensor

被引：0
|
作者：
Putz-Leszczynska, Joanna [1 ]
Granacki, Miroslaw [1 ]
机构：
[1] Warsaw Univ Technol, Biometr & Machine Learning Grp, Warsaw, Poland
来源：
2014 INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY (ICCST) | 2014年
关键词：
biometrics; gait recognition; RGB-D; kinect; Dynamic Time Warping; RECOGNITION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The article presents an analysis of gait biometrics system, that is based on a RGB-D images. The data used for the analysis is captured with a Microsoft Kinect sensor and it is transformed by the Skeletal Tracking SDK. The developed gait recognition system is based on a body geometry and on a body behavioral recorded during the person walking. Experiments were conducted on a database that contains data for 47 individuals and showed that the use of RGB-D images allows for an acceptable results.
引用
收藏
页数：5
相关论文
共 50 条
  • [21] Sensor Orientation Invariant Mobile Gait Biometrics
    Zhong, Yu
    Deng, Yunbin
    2014 IEEE/IAPR INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS (IJCB 2014), 2014,
  • [22] A musculoskeletal model driven by dual Microsoft Kinect Sensor data
    Sebastian Skals
    Kasper P. Rasmussen
    Kaare M. Bendtsen
    Jian Yang
    Michael S. Andersen
    Multibody System Dynamics, 2017, 41 : 297 - 316
  • [23] Virtual Wardrobe For Physically Impaired Using Microsoft Kinect Sensor
    Hamid, Md. Farhan
    Alam, Md. Ashraful
    2017 IEEE 2ND INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2017, : 331 - 335
  • [24] Accurate object localization using RFID and Microsoft Kinect Sensor
    Thi-Son Nguyen
    Thanh-Hai Tran
    Hai Vu
    2016 EIGHTH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE), 2016, : 345 - 350
  • [25] Metrological evaluation of KinectFusion and its comparison with Microsoft Kinect sensor
    Bueno, M.
    Diaz-Vilarino, L.
    Martinez-Sanchez, J.
    Gonzalez-Jorge, H.
    Lorenzo, H.
    Arias, P.
    MEASUREMENT, 2015, 73 : 137 - 145
  • [26] A musculoskeletal model driven by dual Microsoft Kinect Sensor data
    Skals, Sebastian
    Rasmussen, Kasper P.
    Bendtsen, Kaare M.
    Yang, Jian
    Andersen, Michael S.
    MULTIBODY SYSTEM DYNAMICS, 2017, 41 (04) : 297 - 316
  • [27] Developing movement recognition application with the use of Shimmer sensor and Microsoft Kinect sensor
    Guzsvinecz, Tibor
    Szucs, Veronika
    Lanyi, Cecilia Sik
    ASSISTIVE TECHNOLOGY: BUILDING BRIDGES, 2015, 217 : 767 - 772
  • [28] Human Gait Recognition Based on Deterministic Learning and Data Stream of Microsoft Kinect
    Deng, Muqing
    Wang, Cong
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 29 (12) : 3636 - 3645
  • [29] Human Identification using Skeletal Gait and Silhouette data extracted by Microsoft Kinect
    Jianwattanapaisarn, Nitchan
    Cheewakidakarn, Athiwat
    Khamsemanan, Nirattaya
    Nattee, Cholwich
    2014 JOINT 7TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (SCIS) AND 15TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (ISIS), 2014, : 410 - 414
  • [30] A 3D Deep Learning Approach for Classification of Gait Abnormalities Using Microsoft Kinect V2 Sensor
    Shoryabi, Milad
    Foroutannia, Ali
    Rowhanimanesh, Alireza
    2021 26TH INTERNATIONAL COMPUTER CONFERENCE, COMPUTER SOCIETY OF IRAN (CSICC), 2021,
12345