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 WAN34,* |Show fewer author(s)
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] A FLORESABAD, O MA, K PHAM et al. A review of space robotics technologies for on-orbit servicing. 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] J REDMON, A FARHADI. YOLOv3: an incremental improvement. arXiv preprint arXiv(1804).

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

    [23] F SCHROFF, D KALENICHENKO, J PHILBIN. FaceNet: a unified embedding for face recognition and clustering, 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: WAN Xue (wanxue@csu.ac.cn)

    DOI:10.37188/OPE.20233122.3383

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