Laser & Optoelectronics Progress, Volume. 58, Issue 18, 1811015(2021)

Advances in Diffused Polarization-Based Three-Dimensional Imaging Technology

Fei Liu1,2, Mingyu Yan1,4, Xuan Li1, Pingli Han1,2,3, Yanyan Liu4, and Xiaopeng Shao1,2、*
Author Affiliations
  • 1School of Physics and Optoelectronic Engineering, Xidian University, Xi'an, Shaanxi 710071, China
  • 2Xi'an Key Laboratory of Computational Imaging, Xi'an, Shaanxi 710071, China
  • 3Key Laboratory of Optical Engineering, Chinese Academy of Sciences, Chengdu, Sichuan 610000, China
  • 4Science and Technology on Electro-Optical Information Security Control Laboratory, Tianjin 300308, China
  • show less
    References(53)

    [1] Shao X P, Liu F, Li W et al. Latest progress in computational imaging technology and application[J]. Laser & Optoelectronics Progress, 57, 020001(2020).

    [2] Sonka M, Hlavac V, Boyle R. Image processing, analysis and machine vision[M](1993).

    [3] Chen F, Brown G M, Song M M. Overview of 3-D shape measurement using optical methods[J]. Optical Engineering, 39, 10-22(2000).

    [4] Li X, Liu F, Chen F Y et al. A depth information acquisition method through 3D polarization imaging technology[C]. //Conference on Lasers and Electro-Optics, May 5-10, 2019, San Jose, California, JTu2A, 14(2019).

    [5] Durou J D, Falcone M, Quéau Y et al. A comprehensive introduction to photometric 3D-reconstruction[M]. //Advances in photometric 3D-reconstruction. Advances in computer vision and pattern recognition, 1-29(2020).

    [6] Li X, Liu F, Shao X P. Research progress on polarization 3D imaging technology[J]. Journal of Infrared and Millimeter Waves, 40, 248-262(2021).

    [7] Roberts L G. Machine perception of three-dimensional solids[D], 3-5(1963).

    [9] Richard H, Andrew Z. Multiple view geometry in computer vision[M], 25-27(2004).

    [10] Wu T, Fu Z L. 3D reconstruction technology and military application[J]. National Defense Science & Technology, 36, 31-34(2015).

    [11] Gao Y. Study on the key technologies of polarization 3D imaging using diffuse reflection[D], 5-7(2017).

    [12] Huang S Z. Research on monocular polarization 3D imaging technology[D], 4-6(2019).

    [13] Várady T, Martin R R, Cox J. Reverse engineering of geometric models: an introduction[J]. Computer-Aided Design, 29, 255-268(1997).

    [14] Wei S P. Research of 3D imaging based on the fusion of depth camera and stereo vision[D], 1-3(2015).

    [15] Yin Y K, Yu K, Yu C Z et al. 3D imaging using geometric light field: a review[J]. Chinese Journal of Lasers, 48, 1209001(2021).

    [16] Schwarz B. Mapping the world in 3D[J]. Nature Photonics, 4, 429-430(2010).

    [17] Hu Y W, Wang J J, Fan Y Y et al. LiDAR-based three-dimensional modeling and volume calculation for space objects[J]. Chinese Journal of Lasers, 47, 0510001(2020).

    [18] Liu D Q, Zhang J, Jin J C. Adaptive grid representation method for unmanned surface vehicle obstacle based on three-dimensional lidar[J]. Chinese Journal of Lasers, 47, 0110002(2020).

    [19] Fang Y J, Wang X, Sun Z B et al. Study of the depth accuracy and entropy characteristics of a ToF camera with coupled noise[J]. Optics and Lasers in Engineering, 128, 106001(2020).

    [20] Yang P B, Deng L J, Chen Y et al. Three-dimensional shape measurement of highly reflective objects based on structured light[J]. Chinese Journal of Lasers, 46, 0204004(2019).

    [21] Sankowski W, Włodarczyk M, Kacperski D et al. Estimation of measurement uncertainty in stereo vision system[J]. Image and Vision Computing, 61, 70-81(2017).

    [22] Tippetts B, Lee D J, Lillywhite K et al. Review of stereo vision algorithms and their suitability for resource-limited systems[J]. Journal of Real-Time Image Processing, 11, 5-25(2016).

    [23] Koshikawa K. A polarimetric approach to shape understanding of glossy objects[M]. //Wolff L B, Shafer S A, Glenn E. Physics-based vision: principles and practice(1992).

    [24] Saito M, Sato Y, Ikeuchi K et al. Measurement of surface orientations of transparent objects using polarization in highlight[C]. //Proceedings 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149), June 23-25, 1999, Fort Collins, CO, USA., 1, 381-386(1999).

    [25] Fisher R B. From surfaces to objects: computer vision and three dimensional scene analysis[M], 10-15(1989).

    [26] Wolff L B, Boult T E. Constraining object features using a polarization reflectance model[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 13, 635-657(1991).

    [27] Miyazaki D, Kagesawa M, Ikeuchi K. Transparent surface modeling from a pair of polarization images[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26, 73-82(2004).

    [28] Gu G Z. 3D-reconstruction of transparent object based on polarization analysis[D], 15-20(2008).

    [29] Li X, Liu F, Cai Y D et al. Polarization 3D imaging having highlighted areas[C]. //Frontiers in Optics, September 15-19, 2019, Washington, DC., JTu3A, 108(2019).

    [30] Wolff L B. Surface orientation from polarization images[J]. Proceedings of SPIE, 0850, 110-121(1988).

    [31] Huang S Z, Liu F, Han P L et al. Surface normals correction by removing specular reflection for 3D polarization imaging[C]. //Frontiers in Optics, September 16-20, 2018, Washington, DC, United States, JTu2A, 135(2018).

    [32] Atkinson G A, Hancock E R. Recovery of surface orientation from diffuse polarization[J]. IEEE Transactions on Image Processing, 15, 1653-1664(2006).

    [33] Huynh C P, Robles-Kelly A, Hancock E. Shape and refractive index recovery from single-view polarisation images[C]. //2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 13-18, 2010, San Francisco, CA, USA., 1229-1236(2010).

    [34] Cai Y D, Han P L, Liu F et al. Polarization-based extracting diffuse reflection from light-field of object surface[J]. Acta Physica Sinica, 69, 234201(2020).

    [35] Born M, Wolff E. Principles of optics: electromagnetic theory of propagation, interference and diffraction of light[M], 15-29(2013).

    [36] Zhu H F, Li D L, Song L K et al. Precise analysis of formation and suppression of intensity transmittance fluctuations of glan-taylor prisms[J]. Laser & Optoelectronics Progress, 50, 052302(2013).

    [37] Miyazaki D, Shigetomi T, Baba M et al. Surface normal estimation of black specular objects from multiview polarization images[J]. Optical Engineering, 56, 041303(2016).

    [38] Atkinson G A, Hancock E R. Shape estimation using polarization and shading from two views[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29, 2001-2017(2007).

    [39] Wolff L B. Polarization vision:a new sensory approach to image understanding[J]. Image and Vision Computing, 15, 81-93(1997).

    [40] Atkinson G A, Hancock E R. Surface reconstruction using polarization and photometric stereo[M]. //Kropatsch W G, Kampel M, Hanbury A. Computer analysis of images and patterns. Lecture notes in computer science, 4673, 466-473(2007).

    [41] Atkinson G A. Surface shape and reflectance analysis using polarisation[M], 10-14(2007).

    [42] Ngo T T, Nagahara H, Taniguchi R I. Shape and light directions from shading and polarization[C]. //2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 7-12, 2015, Boston, MA, USA., 2310-2318(2015).

    [43] Cui Z P, Gu J W, Shi B X et al. Polarimetric multi-view stereo[C]. //2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA., 369-378(2017).

    [44] Mahmoud A H, El-Melegy M T, Farag A A. Direct method for shape recovery from polarization and shading[C]. //2012 19th IEEE International Conference on Image Processing, September 30-October 3, 2012, Orlando, FL, USA., 1769-1772(2012).

    [45] Smith W A P, Ramamoorthi R, Tozza S. Linear depth estimation from an uncalibrated, monocular polarisation image[M]. //Leibe B, Matas J, Sebe N, et al. Computer vision-ECCV 2016. Lecture notes in computer science, 9912, 109-125(2016).

    [46] Smith W A P, Ramamoorthi R, Tozza S. Height-from-polarisation with unknown lighting or albedo[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41, 2875-2888(2018).

    [47] Miyazaki D, Saito M, Sato Y et al. Determining surface orientations of transparent objects based on polarization degrees in visible and infrared wavelengths[J]. Journal of the Optical Society of America A, 19, 687-694(2002).

    [48] Zhu D Z, Smith W A P. Depth from a polarisation + RGB stereo pair[C]. //2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 15-20, 2019, Long Beach, CA, USA., 7578-7587(2019).

    [49] Kadambi A, Taamazyan V, Shi B X et al. Depth sensing using geometrically constrained polarization normals[J]. International Journal of Computer Vision, 125, 34-51(2017).

    [50] Kadambi A, Taamazyan V, Shi B X et al. Polarized 3D: high-quality depth sensing with polarization cues[C]. //2015 IEEE International Conference on Computer Vision (ICCV), December 7-13, 2015, Santiago, Chile, 3370-3378(2015).

    [52] Yang J F, Yan L, Zhao H Y et al. Shape from polarization of low-texture objects with rough depth information[J]. Journal of Infrared and Millimeter Waves, 38, 819-827(2019).

    [53] Li X, Liu F, Han P L et al. Near-infrared monocular 3D computational polarization imaging of surfaces exhibiting nonuniform reflectance[J]. Optics Express, 29, 15616-15630(2021).

    CLP Journals

    [1] WANG Xia, ZHAO Yuwei, JIN Weiqi. Overview of Polarization-based Three-dimensional Imaging Techniques (Invited)[J]. Electro-Optic Technology Application, 2022, 37(5): 33

    Tools

    Get Citation

    Copy Citation Text

    Fei Liu, Mingyu Yan, Xuan Li, Pingli Han, Yanyan Liu, Xiaopeng Shao. Advances in Diffused Polarization-Based Three-Dimensional Imaging Technology[J]. Laser & Optoelectronics Progress, 2021, 58(18): 1811015

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Imaging Systems

    Received: May. 31, 2021

    Accepted: Jul. 20, 2021

    Published Online: Sep. 3, 2021

    The Author Email: Shao Xiaopeng (xpshao@xidian.edu.cn)

    DOI:10.3788/LOP202158.1811015

    Topics