Optics and Precision Engineering, Volume. 31, Issue 21, 3135(2023)

Visual 6D pose estimation of battery package locking mechanism in intelligent battery swapping station

Lihui WANG1,*... Yuzuwei SU1, Chunhua HAN2, Liangliang CHEN3 and Hao ZHANG3 |Show fewer author(s)
Author Affiliations
  • 1Key Laboratory of Micro-inertial Instrument and Advanced Navigation Technology, Ministry of Education, School of Instrument Science and Engineering, Southeast University, Nanjing20096, China
  • 2Jiangsu Provincial Electric Power Corporation, Nanjing1004, China
  • 3NARI Technology Company Ltd., Nanjing211100, China
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    References(18)

    [1] [1] 周芮, 刘延芳, 齐乃明, 等. 面向空间应用的视觉位姿估计技术综述[J]. 光学 精密工程, 2022, 30(20): 2538-2553. doi: 10.37188/OPE.20223020.2538ZHOUR, LIUY F, QIN M, et al. Overview of visual pose estimation methods for space missions[J]. Optics and Precision Engineering, 2022, 30(20): 2538-2553.(in Chinese). doi: 10.37188/OPE.20223020.2538

    [2] [2] 杨宁, 申景诗, 张建德, 等. 基于立体视觉的空间非合作航天器相对位姿自主测量[J]. 光学 精密工程, 2017, 25(5):1331-1339. doi: 10.3788/ope.20172505.1331YANGN, SHENJ SH, ZHANGJ D, et al. Autonomous measurement of relative attitude and positionfor spatial non-cooperative spacecraft based on stereo vision[J]. Optics and Precision Engineering, 2017, 25(5):1331-1339. (in Chinese). doi: 10.3788/ope.20172505.1331

    [3] [3] 李莹, 叶培建, 彭兢, 等. 基于火星探测的人工标志识别定位[J]. 光学 精密工程, 2015, 23(2):566-572. doi: 10.3788/ope.20152302.0566LIY, YEP J, PENGJ, et al. Artificial target recognition and location based on Mars exploration[J]. Optics and Precision Engineering, 2015, 23(2):566-572.(in Chinese). doi: 10.3788/ope.20152302.0566

    [4] B DROST, M ULRICH, N NAVAB et al. Model globally, match locally: efficient and robust 3D object recognition, 998-1005(2010).

    [5] S HINTERSTOISSER, V LEPETIT, S ILIC et al. Model Based Training Detection and Pose Estimation of Texture-less 3D Objects in Heavily Cluttered Scenes. Computer Vision - ACCV 2012, 548-562(2013).

    [6] P S OGUN, Z USMAN, K DHARMARAJ et al. 3D vision assisted flexible robotic assembly of machine components, 9875, 342-348(9875).

    [7] A BOCHKOVSKIY, C Y WANG, H LIAO. YOLOv4: optimal speed and accuracy of object detection(2020).

    [8] D WU, M W LIAO, W T ZHANG et al. YOLOP: You only look once for panoptic driving perception. Machine Intelligence Research, 19, 550-562(2022).

    [9] [9] 艾卫涛. 三维激光扫描点云去噪及在建模中的应用[D]. 西安: 西安科技大学, 2017.AIW T. Denoising of 3D Laser Scanning Point Cloud and Its Application In Modeling[D]. Xi'an: Xi'an University of Science and Technology, 2017. (in Chinese)

    [10] [10] 曾清红, 卢德唐. 基于移动最小二乘法的曲线曲面拟合[J]. 工程图学学报, 2004(1): 84-89. doi: 10.3969/j.issn.1003-0158.2004.01.017ZENGQ H, LUD. Curve and surface fitting based on moving least-squares methods[J]. Journal of Engineering Graphics, 2004(1): 84-89.(in Chinese). doi: 10.3969/j.issn.1003-0158.2004.01.017

    [11] Q Y ZHOU, J PARK, V KOLTUN. Fast Global Registration. Computer Vision - ECCV 2016, 766-782(2016).

    [12] R B RUSU, N BLODOW, Z C MARTON et al. Aligning point cloud views using persistent feature histograms, 3384-3391(2008).

    [13] R B RUSU, N BLODOW, M BEETZ. Fast point feature histograms (FPFH) for 3D registration, 3212-3217(2009).

    [15] R Q CHARLES, S HAO, K C MO et al. PointNet: deep learning on point sets for 3D classification and segmentation, 77-85(2017).

    [16] M A FISCHLER, R C BOLLES. Random Sample Consensus A Paradigm for Model Fitting With Applications to Image Analysis and Automated Cartography. Readings in Computer Vision, 726-740(1987).

    [17] P J HUBER. Robust estimation of a location parameter. The Annals of Mathematical Statistics, 35, 73-101(1964).

    [18] P J BESL, N D MCKAY. A method for registration of 3-D shapes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 239-256(1992).

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    Lihui WANG, Yuzuwei SU, Chunhua HAN, Liangliang CHEN, Hao ZHANG. Visual 6D pose estimation of battery package locking mechanism in intelligent battery swapping station[J]. Optics and Precision Engineering, 2023, 31(21): 3135

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    Paper Information

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    Received: Feb. 26, 2023

    Accepted: --

    Published Online: Jan. 5, 2024

    The Author Email: WANG Lihui (wangyi_sy1256@163.com)

    DOI:10.37188/OPE.20233121.3135

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