Laser & Optoelectronics Progress, Volume. 57, Issue 16, 161020(2020)

Research on Depth Image Repair Algorithm Based on Improved Bilateral Filter

Yilin Yang*, Jiying Li, Yan Wang, and Yongqian Yu
Author Affiliations
  • School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu 730070, China
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    References(17)

    [1] Wang Z R, Guo X K, Zhao G. Depth image information fusion and three-dimensional reconstruction method of double binocular stereo vision[J]. Laser & Infrared, 49, 246-250(2019).

    [2] Fan H Q, Kong D X, Li J H. Reconstruction of high-resolution depth map using sparse linear model[C]∥Proceedings of the 2015 International Conference on Intelligent Systems Research and Mechatronics Engineering, April 11-13, 201, 283-292(2015).

    [3] Wang X Z, Li J, Li H J et al. Obstacle detection based on 3D laser scanner and range image for intelligent vehicle[J]. Journal of Jilin University(Engineering and Technology Edition), 46, 360-365(2016).

    [4] Intille S S, Bobick A F. Disparity-space images and large occlusion stereo[M]. ∥ Eklundh J O. Computer Vision——ECCV'94. Lecture Notes in Computer Science. Heidelberg: Springer, 801, 179-186(1994).

    [6] Zheng H. Research on Kinect-based depth image restoration Xi'an:[D]. Shaanxi Normal University(2016).

    [7] Feng S M, Murray-Smith R, Ramsay A. Position stabilisation and lag reduction with Gaussian processes in sensor fusion system for user performance improvement[J]. International Journal of Machine Learning and Cybernetics, 8, 1167-1184(2017).

    [8] Wang K, An P, Zhang Z Y et al. Fast inpainting algorithm for Kinect depth map[J]. Journal of Shanghai University(Natural Science Edition), 18, 454-458(2012).

    [9] Liu J Z, Wu W H, Cheng C et al. Depth image inpainting method based on pixel filtering and median filtering[J]. Journal of Optoelectronics·Laser, 29, 539-544(2018).

    [12] Li Y B, Feng J, Zhang H X et al. New algorithm of depth hole filling based on intensive bilateral filter[J]. Industrial Control Computer, 26, 105-106, 109(2013).

    [13] Li Z F, Chen Y. Kinect depth image filtering algorithm based on joint bilateral filter[J]. Journal of Computer Applications, 34, 2231-2234, 2242(2014).

    [14] Wan H, Qian R. Kinect depth map inpainting under fuzzy C-mean clustering guidance[J]. Application Research of Computers, 36, 1564-1568(2019).

    [15] Tomasi C, Manduchi R. Bilateral filtering for gray and color images. [C]∥Sixth International Conference on Computer Vision, January 7, 1998, Bombay, India. New York:IEEE, 6010591(1998).

    [16] Biradar N, Dewal M L, Rohit M et al. Echocardiographic image denoising using extreme total variation bilateral filter[J]. Optik, 127, 30-38(2016).

    [17] Kim C, Yun S, Jung S W et al. Color and depth image correspondence for Kinect v2[M]. ∥ Park J, Chao H C, Arabnia H, et al. Advanced Multimedia and Ubiquitous Engineering. Lecture Notes in Electrical Engineering. Heidelberg: Springer, 352, 111-116(2015).

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    Yilin Yang, Jiying Li, Yan Wang, Yongqian Yu. Research on Depth Image Repair Algorithm Based on Improved Bilateral Filter[J]. Laser & Optoelectronics Progress, 2020, 57(16): 161020

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    Paper Information

    Category: Image Processing

    Received: Dec. 10, 2019

    Accepted: Jan. 16, 2020

    Published Online: Aug. 5, 2020

    The Author Email: Yang Yilin (2235931584@qq.com)

    DOI:10.3788/LOP57.161020

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