Optics and Precision Engineering, Volume. 31, Issue 4, 533(2023)

Quantitative evaluation method for structural similarity of multidimensional point cloud

Ziqian YANG1...2, Yanqiu WANG1,2, Fu ZHENG1,2, and Zhibin SUN12,* |Show fewer author(s)
Author Affiliations
  • 1National Space Science Center, Chinese Academy of Sciences, Beijing0090,China
  • 2University of Chinese Academy of Sciences, Beijing100049, China
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    [1] J KIM, S RHYU et al. 3D motion estimation and compensation method for video-based point cloud compression. IEEE Access, 8, 83538-83547(2020).

    [2] Y L GUO, H Y WANG, Q Y HU et al. Deep learning for 3D point clouds: a survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 4338-4364(2021).

    [3] [3] 3赵夫群, 周明全. 层次化点云去噪算法[J]. 光学 精密工程, 2020, 28(7): 1618-1625. doi: 10.37188/OPE.20202807.1618ZHAOF Q, ZHOUM Q. Hierarchical point cloud denoising algorithm[J]. Optics and Precision Engineering, 2020, 28(7): 1618-1625.(in Chinese). doi: 10.37188/OPE.20202807.1618

    [4] Y Y ZHOU, R CHEN, Y Q ZHAO et al. Point cloud denoising using non-local collaborative projections. Pattern Recognition, 10812-10812(2021).

    [5] Z G CUI, Z L GAN, G J TANG et al. Image signature based mean square error for image quality assessment. Chinese Journal of Electronics, 24, 755-760(2015).

    [6] H B ZHANG, Y P ZHANG, L WANG et al. Study of image classification accuracy with Fourier ptychography. Applied Sciences, 11, 4500(2021).

    [7] GIROD, BERND, GIROD, BERND. What's wrong with mean-squared error?. GIROD, BERND, 207-220(1993).

    [8] P K SHARMA, S BASAVARAJU. High-resolution image de-raining using conditional GAN with sub-pixel upscaling. Multimedia Tools and Applications, 80, 1075-1094(2021).

    [9] Z WANG, A C BOVIK, H R SHEIKH et al. Image quality assessment: from error visibility to structural similarity. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 13, 600-612(2004).

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    [11] N R HAMZA, R A DIHIN, M H ABDULAMEER. A hybrid image similarity measure based on a new combination of different similarity techniques. International Journal of Electrical and Computer Engineering (IJECE), 10, 1814(2020).

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    Ziqian YANG, Yanqiu WANG, Fu ZHENG, Zhibin SUN. Quantitative evaluation method for structural similarity of multidimensional point cloud[J]. Optics and Precision Engineering, 2023, 31(4): 533

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    Paper Information

    Category: Information Sciences

    Received: Feb. 23, 2022

    Accepted: --

    Published Online: Mar. 7, 2023

    The Author Email: SUN Zhibin (zbsun@nssc.ac.cn)

    DOI:10.37188/OPE.20233104.0533

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