3D Human Model Reconstruction from Sparse Uncalibrated Views

被引:4
|
作者
Han, Xiaoguang [1 ]
Wong, Kwan-Yee K. [1 ]
Yu, Yizhou [2 ]
机构
[1] Univ Hong Kong, Dept Comp Sci, Pok Fu Lam, Hong Kong, Peoples R China
[2] Univ Hong Kong, Pok Fu Lam, Hong Kong, Peoples R China
关键词
HUMAN BODIES;
D O I
10.1109/MCG.2016.68
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Using a two-stage algorithm, the proposed technique can tackle the challenges of reconstructing high-quality 3D models of humans wearing regular clothes from sparse uncalibrated cameras. The proposed algorithm based on nonrigid dense correspondences (NRDC) requires fewer images than previous methods, because it does not require an initial sparse matching.
引用
收藏
页码:46 / 56
页数:11
相关论文
共 50 条
  • [1] Uncertainty analysis of 3D reconstruction from uncalibrated views
    Grossmann, E
    Santos-Victor, J
    [J]. IMAGE AND VISION COMPUTING, 2000, 18 (09) : 685 - 696
  • [2] Realistic 3D Reconstruction from Two Uncalibrated Views
    Hua, Shungang
    Liu, Ting
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2007, 7 (06): : 178 - 183
  • [3] MODEL-BASED 3D HUMAN MOTION TRACKING AND VOXEL RECONSTRUCTION FROM SPARSE VIEWS
    Yan, Junchi
    Song, Jian
    Wang, Liwei
    Liu, Yuncai
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 3265 - 3268
  • [4] A method for 3D reconstruction of complex scenes from two uncalibrated views
    Yu, Tianhui
    Sun, Jinwei
    [J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2016, 28 (08): : 1232 - 1241
  • [5] 3D RECONSTRUCTION USING PHOTO CONSISTENCY FROM UNCALIBRATED MULTIPLE VIEWS
    Lee, Heewon
    Yilmaz, Alper
    [J]. VISAPP 2010: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 1, 2010, : 484 - 487
  • [6] 3D Reconstruction from Uncalibrated Images Taken from Widely Separated Views
    Duan, Chunmei
    Meng, Xiangxu
    Wang, Lu
    [J]. 2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2008, : 609 - 613
  • [7] A Novel 3D Reconstruction Approach from Uncalibrated Multiple Views Based on Homography
    Liu, Shuai
    Zhao, Lingli
    Li, Junsheng
    Ma, Li
    [J]. JOURNAL OF COMPUTERS, 2014, 9 (07) : 1590 - 1597
  • [8] 3D reconstruction from uncalibrated cameras and uncalibrated projectors from shadows
    Nishie, Keisuke
    Sato, Jun
    [J]. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2006, : 15 - +
  • [9] Fusion of 3D Model and Uncalibrated Stereo Reconstruction
    Klecka, Jan
    Horak, Karel
    [J]. MENDEL 2015: RECENT ADVANCES IN SOFT COMPUTING, 2015, 378 : 343 - 351
  • [10] An Efficient Solution to 3D Reconstruction from Two Uncalibrated Views under SV Constraint
    Dou, Shuyang
    Nagahashi, Hiroshi
    Zhang, Xiaolin
    [J]. PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 3, 2014, : 664 - 671