Infrared Technology, Volume. 44, Issue 5, 513(2022)

Time-of-Flight Point Cloud Denoising Method Based on Confidence Level

Mingxing WANG1,2、*, Fu ZHENG1, Yanqiu WANG1,2, and Zhibin SUN1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(17)

    [1] [1] LI L. Time-of-flight camera–an introduction[R/OL]. [2021-10-08]. chrome-extension://ibllepbpahcoppkjjllbabhnigcbffpi/http://www-cs.ccn y.cuny.edu/~ wolberg/capstone/kinect/ToFBasicsTI14.pdf.

    [2] [2] Foix S, Alenya G, Torras C. Lock-in time-of-flight (ToF) cameras: A survey[J]. IEEE Sensors Journal, 2011, 11(9): 1917-1926.

    [3] [3] Whyte R, Streeter L, Cree M J, et al. Review of methods for resolving multi-path interference in time-of-flight range cameras[C]//Sensors, IEEE, 2014: 629-632.

    [4] [4] ZENG J, CHEUNG G, Ng M, et al. 3D point cloud denoising using graph Laplacian regularization of a low dimensional manifold model[J]. IEEE Transactions on Image Processing, 2019, 29: 3474-3489.

    [5] [5] Fleishman S, Cohen-Or D, Silva C T. Robust moving least-squares fitting with sharp features[J]. ACM transactions on graphics (TOG), 2005, 24(3): 544-552.

    [6] [6] Guennebaud G, Germann M, Gross M. Dynamic sampling and rendering of algebraic point set surfaces[C]//Computer Graphics Forum, 2008, 27(2): 653-662.

    [7] [7] ?ztireli A C, Guennebaud G, Gross M. Feature preserving point set surfaces based on non-linear kernel regression[C]//Computer Graphics Forum, 2009, 28(2): 493-501.

    [8] [8] SUN Y, Schaefer S, WANG W. Denoising point sets via L0 minimization[J]. Computer Aided Geometric Design, 2015, 35: 2-15.

    [9] [9] Lipman Y, Cohen-Or D, Levin D, et al. Parameterization-free projection for geometry reconstruction[J]. ACM Transactions on Graphics (TOG), 2007, 26(3): 22-es.

    [10] [10] HUANG H, LI D, ZHANG H, et al. Consolidation of unorganized point clouds for surface reconstruction[J]. ACM Transactions on Graphics (TOG), 2009, 28(5): 1-7.

    [11] [11] HUANG H, WU S, GONG M, et al. Edge-aware point set resampling[J]. ACM Transactions on Graphics (TOG), 2013, 32(1): 1-12.

    [12] [12] Avron H, Sharf A, Greif C, et al. l1-sparse reconstruction of sharp point set surfaces[J]. ACM Transactions on Graphics (TOG), 2010, 29(5): 1-12.

    [13] [13] Buades A, Coll B, Morel J M. A non-local algorithm for image denoising[C]//IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), 2005, 2: 60-65.

    [14] [14] Dabov K, Foi A, Katkovnik V, et al. Image denoising by sparse 3-D transform-domain collaborative filtering[J]. IEEE Transactions on Image Processing, 2007, 16(8): 2080-2095.

    [15] [15] WANG R, CHEN W, ZHANG S, et al. Similarity-based denoising of point-sampled surfaces[J]. Journal of Zhejiang University-Science A, 2008, 9(6): 807-815.

    [16] [16] HE Y, CHEN S. Recent advances in 3D data acquisition and processing by time-of-flight camera[J]. IEEE Access, 2019, 7: 12495-12510.

    [17] [17] Reynolds M, Dobo? J, Peel L, et al. Capturing time-of-flight data with confidence[C]//CVPR, IEEE, 2011: 945-952.

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    WANG Mingxing, ZHENG Fu, WANG Yanqiu, SUN Zhibin. Time-of-Flight Point Cloud Denoising Method Based on Confidence Level[J]. Infrared Technology, 2022, 44(5): 513

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    Paper Information

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    Received: Oct. 8, 2021

    Accepted: --

    Published Online: Jun. 16, 2022

    The Author Email: Mingxing WANG (wangmingxing20@mails.ucas.ac.cn)

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