3D reconstruction with single image pairs and structured light projection for short-term ultra-high-speed applications

被引:1
|
作者
Braeuer-Burchardt, Christian [1 ]
Heist, Stefan [1 ]
Dietrich, Patrick [1 ]
Kuehmstedt, Peter [1 ]
Notni, Gunther [1 ,2 ]
机构
[1] Fraunhofer IOF Jena, D-07745 Jena, Germany
[2] Tech Univ Ilmenau, D-98693 Ilmenau, Germany
来源
VIDEOMETRICS, RANGE IMAGING, AND APPLICATIONS XIII | 2015年 / 9528卷
关键词
structured light projection; 3D measurement systems; single image pair processing; spatial correlation; ultrahigh-speed applications; SHAPE MEASUREMENT; OBJECTS;
D O I
10.1117/12.2184704
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
A new approach for a 3D reconstruction algorithm using a single pair of a stereo-camera setup and a structured light projection based on spatial correlation is introduced. In comparison to existing methods using sequences of temporally consecutive images, sufficient 3D-reconstruction quality is achieved, even in the case of ultra-high-speed cameras. This is obtained by iterative application of correspondence finding and filtering operators. The calculation effort of the evaluation, filling, filtering, and outlier removing operators is relative high and may prevent a permanent application of the algorithm to high-resolution long-term recordings. The favored application scenario of the new method is the rough 3D reconstruction and motion tracking of quickly moving objects in short-term processes (few seconds), e.g. in the analysis of crash-test situations. Here, the complete recorded image sequence can be analyzed off-line which allows an afterwards optimization of the parameters. An advantage of the new technique regarding high-speed applications is that fixed single patterns instead of pattern sequences can be used for moving objects and hence no synchronization between projection and cameras is necessary.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] TOWARDS TRUE-TO-SCALE 3D RECONSTRUCTION OF THE HUMAN FACE USING STRUCTURED LIGHT PROJECTION AND OFF-THE-SHELF CAMERAS
    Vupparaboina, Kiran K.
    Tamboli, Roopak R.
    Manne, Shanmukh
    Kara, Peter A.
    Martini, Maria G.
    Barsi, Attila
    Richhariya, Ashutosh
    Jana, Soumya
    2018 INTERNATIONAL CONFERENCE ON 3D IMMERSION (IC3D), 2018,
  • [42] Fully automated structured light scanning for high-fidelity 3D reconstruction via graph optimization
    Lai, Zhengchao
    Zhang, Runlin
    Wang, Xuanquan
    Zhang, Yu
    Jia, Zhizhou
    Han, Shaokun
    OPTICS EXPRESS, 2024, 32 (06) : 9139 - 9160
  • [43] A high accuracy and robustness 3D imaging method for line structured light single plane calibration
    Chen X.
    Zhang Z.
    Yang X.
    Xu J.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2021, 42 (10): : 179 - 187
  • [44] Reconstruction of accurate 3-D surfaces with sharp edges using digital structured light projection and multi-dimensional image fusion
    Le, Manh-Trung
    Chen, Liang-Chia
    Lin, Chih-Jer
    OPTICS AND LASERS IN ENGINEERING, 2017, 96 : 17 - 34
  • [45] Wear particles image enhancement using long short-term memory 3D recurrent reconstruction neural network (LSTM 3D-R2N2)
    Xi, Yinhu
    Zhang, Haohao
    Li, Bo
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2024, 238 (22) : 10864 - 10872
  • [46] Single-Projection Based Volumetric Image Reconstruction and 3D Tumor Localization in Real Time for Lung Cancer Radiotherapy
    Li, Ruijiang
    Jia, Xun
    Lewis, John H.
    Gu, Xuejun
    Folkerts, Michael
    Men, Chunhua
    Jiang, Steve B.
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2010, PT III, 2010, 6363 : 449 - +
  • [47] Time-overlapping structured-light projection: high performance on 3D shape measurement for complex dynamic scenes
    Wu, Zhoujie
    Guo, Wenbo
    Zhang, Qican
    Wang, Haoran
    Li, Xunren
    Chen, Zhengdong
    OPTICS EXPRESS, 2022, 30 (13) : 22467 - 22486
  • [48] High-precision 3D reconstruction of underwater concrete using integrated line structured light and stereo vision
    Lin, Haitao
    Zhang, Hua
    Huo, Jianwen
    Li, Jialong
    Zhang, Huan
    Li, Yonglong
    AUTOMATION IN CONSTRUCTION, 2025, 169
  • [49] 2D/3D single-pixel NIR image reconstruction method for outdoor applications in presence of rain
    Osorio Quero, C.
    Durini Romero, D.
    Rangel-Magdaleno, J.
    Martinez-Carranza, J.
    Ramos-Garcia, R.
    SPIE FUTURE SENSING TECHNOLOGIES 2021, 2021, 11914
  • [50] A high-accuracy single-frame 3D reconstruction method with color speckle projection for pantograph sliders
    Yang, Kai
    Liu, Yunxuan
    Li, Xinyu
    Bai, Zijian
    Wan, Yingying
    Xiao, Yang
    Li, Jinlong
    MEASUREMENT, 2024, 237