Optics and Precision Engineering, Volume. 31, Issue 22, 3383(2023)

Fine segmentation and stable tracking of spacecraft components

Yadong SHAO1,3,4, Yuanbin SHAO2,3,4, Aodi WU2,3,4, and Xue WAN3,4、*
Author Affiliations
  • 1School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing00049, China
  • 2School of Aeronautics and Astronautics, University of Chinese Academy of Sciences, Beijing100049, China
  • 3Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing100094, China
  • 4Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing10009, China
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    References(23)

    [1] FLORESABAD A, MA O, PHAM K et al. A review of space robotics technologies for on-orbit servicing[J]. Progress in Aerospace Sciences, 68, 1-26(2014).

    [2] [2] 苏丽, 孙雨鑫, 苑守正. 基于深度学习的实例分割研究综述[J]. 智能系统学报, 2022, 17(1): 16-31. doi: 10.11992/tis.202109043SUL, SUNY X, YUANS Z. A survey of instance segmentation research based on deep learning[J]. CAAI Transactions on Intelligent Systems, 2022, 17(1): 16-31.(in Chinese). doi: 10.11992/tis.202109043

    [3] REDMON J, FARHADI A. YOLOv3: an incremental improvement[J]. arXiv preprint arXiv(1804).

    [4] HURTIK P, MOLEK V, HULA J et al. Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3[J]. Neural Computing and Applications, 34, 8275-8290(2022).

    [5] REN S Q, HE K M, GIRSHICK R et al. Faster R-CNN: towards real-time object detection with region proposal networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 1137-1149(2017).

    [6] HE K M, GKIOXARI G, DOLLÁR P et al. Mask R-CNN[C], 2980-2988(22).

    [7] CAI Z W, VASCONCELOS N. Cascade R-CNN: high quality object detection and instance segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 1483-1498(2021).

    [8] LIU S, JIA J Y, FIDLER S et al. SGN: sequential grouping networks for instance segmentation[C], 3516-3524(22).

    [9] GAO N Y, SHAN Y H, WANG Y P et al. SSAP: single-shot instance segmentation with affinity pyramid[C], 642-651.

    [10] REDMON J, DIVVALA S, GIRSHICK R et al. You only look once: unified, real-time object detection[C], 779-788(27).

    [11] WANG X L, KONG T, SHEN C H et al. SOLO: segmenting objects by locations[C], 649-665(23).

    [13] BEWLEY A, GE Z Y et al. Simple online and realtime tracking[C], 3464-3468(25).

    [14] CAO J K, PANG J M, WENG X S et al. Observation-centric SORT: rethinking sort for robust multi-object tracking[C], 9686-9696(17).

    [15] WOJKE N, BEWLEY A, PAULUS D. Simple online and realtime tracking with a deep association metric[C], 3645-3649(17).

    [16] MAGGIOLINO G, AHMAD A, CAO J K et al. Deep OC-Sort: multi-pedestrian tracking by adaptive re-identification[C], 3025-3029(8).

    [17] CHENG H K, CHUNG J, TAI Y W et al. CascadePSP: toward class-agnostic and very high-resolution segmentation via global and local refinement[C], 8887-8896(13).

    [18] ZHAI Q, HUANG R, CHENG H et al. Learning quintuplet loss for large-scale visual geolocalization[J]. IEEE MultiMedia, 27, 34-43(2020).

    [19] BOLYA D, ZHOU C, XIAO F Y et al. YOLACT: Real-Time instance segmentation[C], 9156-9165.

    [20] HE K M, ZHANG X Y, REN S Q et al. Deep residual learning for image recognition[C], 770-778(27).

    [21] CHENG T H, WANG X G, CHEN S Y et al. Sparse instance activation for real-time instance segmentation[C], 4423-4432(18).

    [22] LIU Z, LIN Y T, CAO Y et al. Swin Transformer: hierarchical vision transformer using shifted windows[C], 9992-10002(10).

    [23] SCHROFF F, KALENICHENKO D, PHILBIN J. FaceNet: a unified embedding for face recognition and clustering[C], 815-823(7).

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    Yadong SHAO, Yuanbin SHAO, Aodi WU, Xue WAN. Fine segmentation and stable tracking of spacecraft components[J]. Optics and Precision Engineering, 2023, 31(22): 3383

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    Paper Information

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    Received: Jun. 14, 2023

    Accepted: --

    Published Online: Dec. 29, 2023

    The Author Email: Xue WAN (wanxue@csu.ac.cn)

    DOI:10.37188/OPE.20233122.3383

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