A Practical Method of 3D Reconstruction Based on Uncalibrated Image Sequence

被引:0
|
作者
Zhang, Ying-Kang [1 ]
Xiao, Yang [1 ]
机构
[1] Beijing Jiaotong Univ, Inst Informat Sci, Beijing, Peoples R China
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
3D reconstruction is an important technique in the domain of computer vision. The existing systems of 3D reconstruction are often built on specialized hardware such as structured light or laser scanner with high cost. And some systems require intricate calibration procedures using complex calibration objects. These are not practical to reconstruct the 3D model of an arbitrary scene. In this paper, a flexible method of 3D reconstruction based on uncalibrated image sequence is proposed This system consist a series of processes such as feature points extraction and match, projective reconstruction, self-calibration, dense match, and finally the dense surface of 3D model can be reconstructed. Experimental results prove that this method is practical and has higher precision.
引用
收藏
页码:1369 / 1372
页数:4
相关论文
共 50 条
  • [21] A method for 3D reconstruction of complex scenes from two uncalibrated views
    Yu, Tianhui
    Sun, Jinwei
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2016, 28 (08): : 1232 - 1241
  • [22] Modifications in SIFT-based 3D Reconstruction from Image Sequence
    Wei, Zhenzhong
    Ding, Boshen
    Wang, Wei
    INTERNATIONAL SYMPOSIUM ON OPTOELECTRONIC TECHNOLOGY AND APPLICATION 2014: IMAGE PROCESSING AND PATTERN RECOGNITION, 2014, 9301
  • [23] An algorithm for 3D reconstruction based on point-cloud image sequence
    Shi, Xusheng
    Zhao, Bin
    2015 IEEE ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2015, : 802 - 805
  • [24] 3D reconstruction from uncalibrated cameras and uncalibrated projectors from shadows
    Nishie, Keisuke
    Sato, Jun
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2006, : 15 - +
  • [25] Image Selection Method from Image Sequence to Improve Computational Efficiency of 3D Reconstruction: Analysis of Inter-image Displacement Based on Optical Flow for Evaluating 3D Reconstruction Performance
    Hanari, Toshihide
    Kawabata, Kuniaki
    Nakamura, Keita
    2022 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII 2022), 2022, : 1041 - 1045
  • [26] Fusion of 3D Model and Uncalibrated Stereo Reconstruction
    Klecka, Jan
    Horak, Karel
    MENDEL 2015: RECENT ADVANCES IN SOFT COMPUTING, 2015, 378 : 343 - 351
  • [27] 3D Reconstruction Method of Castings Based on Monocular Image Sequences
    Zhang H.
    Wang M.
    Qiu H.
    Jiang J.
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2018, 29 (23): : 2799 - 2803and2814
  • [28] Research on 3D reconstruction method of cattle face based on image
    Weng, Zhi
    He, Dongchang
    Zheng, Yan
    Zheng, Zhiqiang
    Zhang, Yong
    Gong, Caili
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 44 (06) : 10551 - 10563
  • [29] Research on 3D reconstruction method based on single image data
    Wu, Fenghe
    Zhang, Xiaofeng
    Shi, Fazhong
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2007, 18 (17): : 2071 - 2075
  • [30] Spinal 3D Reconstruction from DICOM Image Sequence
    Li Jinbo
    Ma Xiuli
    Zhou Feng
    2012 INTERNATIONAL CONFERENCE ON APPLIED INFORMATICS AND COMMUNICATION (ICAIC 2012), 2013, : 166 - 171