Algorithm of Reconstruction 3D Model by Two of Its Images

被引：0
|
作者：
Klyachin, Vladimir [1 ]
Klyachin, Aleksei [1 ]
机构：
[1] Volgograd State Univ, Univ Ave 100, Volgograd 400062, Russia
来源：
DATA SCIENCE AND ALGORITHMS IN SYSTEMS, 2022, VOL 2 | 2023年 / 597卷
关键词：
Central projection; 3D model; Central moments; Minimizing a function;
D O I：
10.1007/978-3-031-21438-7_31
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The article deals with the problem of calculating cloud of points of 3D model by its images obtained by two and more cameras. Algorithm of this reconstruction is based on calculation coordinates of each points by its projection from two cameras using fact that projection of ray joining center one of these camera doesn't contain projection more one point on other camera. Such situation can be achieved by small motion of cameras. Also the problem of reconstruction 3D model by two its images is solved in the article. We consider parameterized geometric models and reconstruction problem reduce to fitting vertices of 3D model to calculated cloud of points. To solve this issue we use calculation the vectors of central moments of vertices of 3D model and cloud of points and minimization of difference between them. In addition we present algorithm of cleaning extra points which are erroneously calculated. This algorithm is based on geometric hashing of the calculated cloud of points in 3D box using images from three and more cameras.
引用
收藏
页码：374 / 383
页数：10
相关论文
共 50 条
  • [41] 3D RECONSTRUCTION FROM MRI IMAGES
    Anderla, Andras
    Brkljac, Branko
    Stefanovic, Darko
    Krsmanovic, Cvijan
    Sladojevic, Srdan
    Culibrk, Dubravko
    METALURGIA INTERNATIONAL, 2013, 18 : 17 - 21
  • [42] OVERVIEW ON 3D RECONSTRUCTION FROM IMAGES
    Aharchi, Moncef
    Kbir, M'hamed Ait
    4TH INTERNATIONAL CONFERENCE ON SMART CITY APPLICATIONS (SCA' 19), 2019,
  • [43] RECONSTRUCTION OF 3D LIGHT MICROSCOPIC IMAGES
    ZINSER, G
    ERHARDT, A
    PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS, 1984, 504 : 352 - 357
  • [44] 3D measurement and reconstruction of slice images
    Hu, YJ
    Li, H
    Wu, XQ
    Gan, B
    Huang, WH
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 2, 2002, : 779 - 784
  • [45] A 3D reconstruction algorithm based on 3D deformable atlas
    Zhu, Y
    Belkasim, S
    THIRD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 1, PROCEEDINGS, 2005, : 607 - 612
  • [46] 3D model reconstruction algorithm and implementation based on the mobile device
    School of Software, Beijing Institute of Technology, 100081, Beijing, China
    不详
    J. Theor. Appl. Inf. Technol., 1 (255-262):
  • [47] A fast recursive 3D model reconstruction algorithm for multimedia applications
    Yu, YK
    Wong, KH
    Chang, MMY
    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, 2004, : 241 - 244
  • [48] Reconstruction algorithm of inverse projection from 2D ocular fundus images to 3D surface images
    Li, Chao
    Liang, Bin
    Chen, Wu-Fan
    Wu, De-Zheng
    Zhongguo Shengwu Yixue Gongcheng Xuebao/Chinese Journal of Biomedical Engineering, 2002, 21 (04):
  • [49] 3D tracker based 3D reconstruction of cardiac ultrasound images
    Natl Taiwan Univ, Taipei, Taiwan
    Biomed Eng Appl Basis Commun, 3 (278-286):
  • [50] Multimodal 3D Facade Reconstruction Using 3D LiDAR and Images
    Xu, Haotian
    Chen, Chia-Yen
    Delmas, Patrice Jean
    Gee, Trevor Edwin
    van der Mark, Wannes
    IMAGE AND VIDEO TECHNOLOGY (PSIVT 2019), 2019, 11854 : 281 - 295
12345