Pose estimation of human body based on silhouette images

被引:0
|
作者
Fan, B [1 ]
Wang, ZF [1 ]
机构
[1] Univ Sci & Technol China, Dept Automat, Hefei 230027, Peoples R China
关键词
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
A method for articulated-pose identification from the silhouette of a human body is presented in this paper. First the method employs an energy function to extract a dummy skeleton of a human body from the silhouette, and then estimates the position of the joints by the knowledge of anthropotomy and three rules given by the standard human skeleton model. The three rules can help us, to judge whether a point on the skeleton is a joint or not. The experimental results show that,the method is effective. It requires no any additional restrictions on the motion and color of a human body. Meantime the method is robust against the noise in the silhouette. Especially it has good performance in the case of complicated background.
引用
收藏
页码:296 / 300
页数:5
相关论文
共 50 条
  • [31] A Fall Detection System Based on Human Body Silhouette
    Lin, Bor-Shing
    Su, Jhe-Shin
    Chen, Hao
    Jan, Ching Yuh
    2013 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2013), 2013, : 49 - 52
  • [32] Human pose estimation based on parallel atrous convolution and body structure constraints
    Zhang, Min
    Yang, Haijie
    Li, Pengfei
    Jiang, Ming
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 42 (06) : 5553 - 5563
  • [33] A Portable System for ToF Camera based Human Body Detection and Pose Estimation
    Cao, Chuang
    Lyu, Shilei
    Jiang, Yujie
    Cao, Qixin
    2020 3RD WORLD CONFERENCE ON MECHANICAL ENGINEERING AND INTELLIGENT MANUFACTURING (WCMEIM 2020), 2020, : 61 - 66
  • [34] Silhouette-based Pose Estimation for Deformable Organs Application to Surgical Augmented Reality
    Adagolodjo, Yinoussa
    Trivisonne, Raffaella
    Haouchine, Nazim
    Cotin, Stephane
    Cotin, Ephane
    Courtecuisse, Hadrien
    2017 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2017, : 539 - 544
  • [35] Differential Evolution Based Human Body Pose Estimation from Point Clouds
    Ugolotti, Roberto
    Cagnoni, Stefano
    GECCO'13: PROCEEDINGS OF THE 2013 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2013, : 1389 - 1396
  • [36] Human pose estimation based in-home lower body rehabilitation system
    Li, Ying
    Wang, Chenxi
    Cao, Yu
    Liu, Benyuan
    Tan, Joanna
    Luo, Yan
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [37] Human Pose Estimation based on Human Limbs
    Liang, Guoqiang
    Lan, Xuguang
    Wang, Jiang
    Zheng, Nanning
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 913 - 918
  • [38] Human Body Pose Estimation with Particle Swarm Optimisation
    Ivekovic, Spela
    Trucco, Emanuele
    Petillot, Yvan R.
    EVOLUTIONARY COMPUTATION, 2008, 16 (04) : 509 - 528
  • [39] Comparison of silhouette shape descriptors for example-based human pose recovery
    Poppe, Ronald
    Poel, Mannes
    PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION - PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE, 2006, : 541 - +
  • [40] Skeleton Formation From Human Silhouette Images Using Joint Points Estimation
    Pham Bao Quoc
    Nguyen Thanh Binh
    Dang Thanh Tin
    Khare, Ashish
    2018 SECOND INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, CONTROL AND COMMUNICATION TECHNOLOGY (IAC3T), 2018, : 101 - 105