Optics and Precision Engineering, Volume. 29, Issue 12, 2915(2021)

Siamese network based satellite component tracking

Yun-da SUN1...2,3, Xue WAN1,2,3,*, and Sheng-yang LI1,23 |Show fewer author(s)
Author Affiliations
  • 1University of Chinese Academy of Sciences, Beijing00049, China
  • 2Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing100094, China
  • 3Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing100094, China
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    References(19)

    [1] B CHEN, J W CAO, A PARRA et al. Satellite pose estimation with deep landmark regression and nonlinear pose refinement, 2816-2824(2019).

    [2] S You, H Zhu, M Li et al. A Review of Visual Trackers and Analysis of its Application to Mobile Robot(2019).

    [3] B LI, W WU, Q WANG et al. SiamRPN++: evolution of Siamese visual tracking with very deep networks, 4277-4286(2019).

    [4] S M MARVASTI-ZADEH, L CHENG, H GHANEI-YAKHDAN et al. Deep learning for visual tracking: a comprehensive survey. IEEE Transactions on Intelligent Transportation Systems, 1-26(6478).

    [5] Z X ZOU, Z W SHI, Y H GUO et al. Object detection in 20 years: a survey. arXiv, 2019.

    [6] [6] 6赵浩光, 王平, 董超, 等. 结合多尺度视觉显著性的舰船目标检测[J]. 光学 精密工程, 2020, 28(6): 1395-1403. doi: 10.3788/OPE.20202806.1395ZHAOH G, WANGP, DONGCH, et al. Ship detection based on the multi-scale visual saliency model[J]. Opt. Precision Eng., 2020, 28(6): 1395-1403.(in Chinese). doi: 10.3788/OPE.20202806.1395

    [7] [7] 7谷雨, 刘俊, 沈宏海, 等. 基于改进多尺度分形特征的红外图像弱小目标检测[J]. 光学 精密工程, 2020, 28(6): 1375-1386. doi: 10.3788/ope.20202806.1375GUY, LIUJ, SHENH H, et al. Infrared dim-small target detection based on an improved multiscale fractal feature[J]. Opt. Precision Eng., 2020, 28(6): 1375-1386.(in Chinese). doi: 10.3788/ope.20202806.1375

    [8] [8] 8王建林, 付雪松, 黄展超, 等. 改进YOLOv2卷积神经网络的多类型合作目标检测[J]. 光学 精密工程, 2020, 28(1): 251-260. doi: 10.3788/ope.20202801.0251WANGJ L, FUX S, HUANGZH CH, et al. Multi-type cooperative targets detection using improved YOLOv2 convolutional neural network[J]. Opt. Precision Eng., 2020, 28(1): 251-260.(in Chinese). doi: 10.3788/ope.20202801.0251

    [9] Y BAR-SHALOM, T E FORTMANN, P G CABLE. Tracking and data association. The Journal of the Acoustical Society of America, 87, 918-919(1990).

    [10] D COMANICIU, P MEER. Mean shift: a robust approach toward feature space analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, 603-619(2002).

    [11] S HARE, S GOLODETZ, A SAFFARI et al. Struck: structured output tracking with kernels. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38, 2096-2109(2016).

    [12] Z KALAL, K MIKOLAJCZYK, J MATAS. Tracking-learning-detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34, 1409-1422(2012).

    [13] D S BOLME, J R BEVERIDGE, B A DRAPER et al. Visual object tracking using adaptive correlation filters, 2544-2550(2010).

    [14] J F HENRIQUES, R CASEIRO, P MARTINS et al. High-speed tracking with kernelized correlation filters. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37, 583-596(2015).

    [15] M DANELLJAN, G HÄGER, F S KHAN et al. Learning spatially regularized correlation filters for visual tracking, 4310-4318(2015).

    [16] S HONG, T YOU, S KWAK et al. Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network, 597-606(2015).

    [17] L BERTINETTO, J VALMADRE, J F HENRIQUES et al. Fully-convolutional Siamese networks for object tracking, 850-865(2016).

    [18] A KRIZHEVSKY, I SUTSKEVER, G E HINTON. ImageNet classification with deep convolutional neural networks. Communications of the ACM, 60, 84-90(2017).

    [19] L H HUANG, X ZHAO, K Q HUANG. GOT-10k: a large high-diversity benchmark for generic object tracking in the wild. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 1562-1577(2021).

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    Yun-da SUN, Xue WAN, Sheng-yang LI. Siamese network based satellite component tracking[J]. Optics and Precision Engineering, 2021, 29(12): 2915

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    Paper Information

    Category: Information Sciences

    Received: Apr. 29, 2021

    Accepted: --

    Published Online: Jan. 20, 2022

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

    DOI:10.37188/OPE.20212912.2915

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