An improved l1 median model for extracting 3D human body curve-skeleton

被引：0
|
作者：
Zhang, Yong [1 ]
Chen, Lufei [1 ]
Tan, Fei [1 ]
Wang, Shaofan [1 ]
Yin, Baocai [1 ]
机构：
[1] Beijing Univ Technol, Beijing Key Lab Multimedia & Intelligent Software, Beijing Inst Artificial Intelligence, Fac Informat Technol, Beijing 100124, Peoples R China
来源：
MULTIMEDIA TOOLS AND APPLICATIONS | 2021年 / 80卷 / 24期
基金：
中国国家自然科学基金;
关键词：
l(1) median model; Shape segmentation; Curve-skeleton extraction; Continuous frames optimization; POINT CLOUDS; OPTIMIZATION; SHAPE;
D O I：
10.1007/s11042-021-11373-2
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Three-dimensional human body curve-skeleton is widely used in pose estimation, skeleton animation and other fields. This paper proposes an improved l(1) median model that can extract three-dimensional human body curve-skeleton. The model includes three-dimensional human body reconstruction from multi-view images, interpolation curve-skeleton extraction, l(1) median skeleton completion, and continuous frame curve-skeleton optimization. Through the completion and optimization processes, the curve-skeleton we extract is smoother and more complete compared with previous methods. We conduct experiments on multi-view human body image dataset collected from light field acquisition system. Both quantitative and qualitative results demonstrate the effectiveness of our model.
引用
收藏
页码：33547 / 33571
页数：25
相关论文
共 50 条
  • [1] On-the-fly curve-skeleton computation for 3D shapes
    Sharf, Andrei
    Lewiner, Thomas
    Shamir, Ariel
    Kobbelt, Leif
    COMPUTER GRAPHICS FORUM, 2007, 26 (03) : 323 - 328
  • [2] An improved ℓ1\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\ell _1$$\end{document} median model for extracting 3D human body curve-skeleton
    Yong Zhang
    Lufei Chen
    Fei Tan
    Shaofan Wang
    Baocai Yin
    Multimedia Tools and Applications, 2021, 80 (24) : 33547 - 33571
  • [3] A topology-preserving parallel 3D thinning algorithm for extracting the curve skeleton
    Xie, WJ
    Thompson, RP
    Perucchio, R
    PATTERN RECOGNITION, 2003, 36 (07) : 1529 - 1544
  • [4] Symmetry-aware kinematic skeleton generation of a 3D human body model
    Luo, Shan
    Feng, Jieqing
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (29-30) : 20579 - 20602
  • [5] Symmetry-aware kinematic skeleton generation of a 3D human body model
    Shan Luo
    Jieqing Feng
    Multimedia Tools and Applications, 2020, 79 : 20579 - 20602
  • [6] Prediction of the 3D shape of the L1 vertebral body from adjacent vertebrae
    Sensale, M.
    Vendeuvre, T.
    Germaneau, A.
    Grivot, C.
    Rochette, M.
    Dall'Ara, E.
    MEDICAL IMAGE ANALYSIS, 2023, 87
  • [7] An Algorithm for Extracting Skeletons of 3D Scanned Human Body Models
    Li, Xuefei
    Chen, Min
    2013 NINTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2013, : 1113 - 1117
  • [8] 3D Human Curve Skeleton Extraction Based on Solid-State LiDAR
    Wu, Sidong
    Yang, Qingqing
    Ren, Liuquan
    Liu, Jiajia
    Yuan, Jianying
    Luo, Zhenbao
    IEEE ACCESS, 2024, 12 : 120899 - 120912
  • [9] Sensor fusion for 3D human body tracking with an articulated 3D body model
    Knoop, Steffen
    Vacek, Stefan
    Dillmann, Ruediger
    2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-10, 2006, : 1686 - +
  • [10] Human actions segmentation and matching based on 3D skeleton model
    Huang Shuzi
    Yuan Jing
    Chen Huan
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 5877 - 5882
12345