Inpainting For Fringe Projection Profilometry Based on Iterative Regularization

被引:0
|
作者
Budianto, B. [1 ]
Lun, Daniel P. K. [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Elect & Informat Engn, Ctr Signal Proc, Hong Kong, Hong Kong, Peoples R China
关键词
Fringe projection profilometry; iterative regularization; dual-tree complex wavelet transform; REFLECTION COMPONENTS; SEPARATION;
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
This paper presents a new inpainting algorithm for fringe projection profilometry (FPP) based on the iterative regularization technique. Conventional FPP approach often cannot accurately reconstruct the 3D model of objects in the presence of highlights on the object surface. In the proposed method, the highlight regions are detected using the analytic complex wavelet transform. Then based on an iterative regularization model, the missing fringe pattern can be recovered by filling the corresponding highlight area in the complex wavelet domain. Simulation and experiments were carried out using synthetic and real objects in different lighting conditions. Experimental results show that the proposed algorithm can accurately reconstruct the 3D model of the object with highlight regions.
引用
收藏
页码:668 / 672
页数:5
相关论文
共 50 条
  • [21] Reconstruction method for fringe projection profilometry based on light beams
    Li, Xuexing
    Zhang, Zhijiang
    Yang, Chen
    APPLIED OPTICS, 2016, 55 (34) : 9895 - 9906
  • [22] Rapid matching of stereo vision based on fringe projection profilometry
    Zhang, Ruihua
    Xiao, Yi
    Cao, Jian
    Guo, Hongwei
    8TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGY: OPTICAL TEST, MEASUREMENT TECHNOLOGY, AND EQUIPMENT, 2016, 9684
  • [23] Improved Circular Fringe Projection Profilometry Based on Fourier Transform
    Wang Ye
    Chen Wenjing
    Han Mengqi
    ACTA OPTICA SINICA, 2022, 42 (13)
  • [24] Fringe projection profilometry based on a novel phase shift method
    Fu, Yanjun
    Luo, Qian
    OPTICS EXPRESS, 2011, 19 (22): : 21739 - 21747
  • [25] Untrained deep learning-based fringe projection profilometry
    Yu, Haotian
    Han, Bowen
    Bai, Lianfa
    Zheng, Dongliang
    Han, Jing
    APL PHOTONICS, 2022, 7 (01)
  • [26] Fringe Order Correction for Fringe Projection Profilometry Based on Robust Principal Component Analysis
    Zhang, Yiwei
    Tong, Jun
    Lu, Lei
    Xi, Jiangtao
    Yu, Yanguang
    Guo, Qinghua
    IEEE ACCESS, 2021, 9 : 23110 - 23119
  • [27] Fringe Pattern Analysis With Message Passing Based Expectation Maximization for Fringe Projection Profilometry
    Guo, Qinghua
    Xi, Jiangtao
    Song, Limei
    Yu, Yanguang
    Yin, Yongkai
    Peng, Xiang
    IEEE ACCESS, 2016, 4 : 4310 - 4320
  • [28] Fringe Order Correction for Fringe Projection Profilometry Based on Robust Principal Component Analysis
    Zhang, Yiwei
    Tong, Jun
    Lu, Lei
    Xi, Jiangtao
    Yu, Yanguang
    Guo, Qinghua
    IEEE Access, 2021, 9 : 23110 - 23119
  • [29] Fringe Projection Profilometry Based on Saturated Fringe Restoration in High Dynamic Range Scenes
    Li, Hongru
    Wei, Hao
    Liu, Jiangtao
    Deng, Guoliang
    Zhou, Shouhuan
    Wang, Wenwu
    He, Liang
    Tian, Peng
    SENSORS, 2023, 23 (06)
  • [30] Fringe contrast-based 3D profilometry using fringe projection
    Chen, LJ
    Quan, CG
    Tay, CJ
    Huang, YH
    OPTIK, 2005, 116 (03): : 123 - 128