Journal of Optoelectronics · Laser, Volume. 33, Issue 9, 940(2022)

Research on discriminative pedestrian single target tracking algorithm with adaptive tracking state

DING Mingyuan, CAI Jing, ZHOU Mian, XUE Yanbing*, and WEN Xianbin
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    References(10)

    [6] [6] BERTINETTO L,VALMADRE J ,GOLLODETZ S,et al.Staple:complementary learners for real-time tracking[C]//IEEE Computer Vision & Pattern Recognition,June 26-July 1,2016,Las Vegas,Nevada,USA.New York:IEEE,2016:1420-1429.

    [8] [8] BERTINETTO L,VALMADRE J,HENRIQUES J F,et al.Fully-convolutional siamese networks for object tracking[C]//European Conference on Computer Vision (ECCV),October 8-16,2016,Amsterdam,The Netherlands.Berlin,Heidelberg:Springer-Verlag,2016:850-865.

    [9] [9] REN S,HE K,GIRSHICK R,et al.Faster R-CNN:towards real-time object detection with region proposal networks[J].IEEE Transactions on Pattern Analysis & Machine Intelligence,2017,39(6):1137-1149.

    [10] [10] LI B,YAN J,WU W,et al.High performance visual tracking with siamese region proposal network[C]//IEEE Conference on Computer Vision and Pattern Recognition (CVPR),June 19-21,2018,Salt Lake City,Utah,USA.New York:IEEE,2018:8971-8980.

    [11] [11] LI B,WU W,WANG Q,et al.SiamRPN++: Evolution of siamese visual tracking with very deep networks[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),June 16-20,2019,Long Beach,CA,USA.New York:IEEE,2019:4282-4291.

    [12] [12] ZHANG Z,PENG H.Deeper and wider siamese networks for real-time visual tracking[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),June 16-20,2019,Long Beach,CA,USA.New York:IEEE,2019:4591-4600.

    [13] [13] GUO D,WANG J,CUI Y,et al.SiamCAR:siamese fully convolutional classification and regression for visual tracking[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),June 16-18,2020,Virtual.New York:IEEE,2020:6269-6277.

    [14] [14] ZHANG Z,PENG H,FU J,et al.Ocean:object-aware anchor-free tracking[C]//Computer Vision-ECCV 2020:16th European Conference,August 23-28,2020,Glasgow,UK.Berlin,Heidelberg:Springer-Verlag,2020:771-787.

    [15] [15] DANELLJAN M,BHAT G,KHAN F S,et al.Atom:accurate tracking by overlap maximization[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),June 16-20,2019,Long Beach,CA,USA.New York:IEEE,2019:4660-4669.

    [16] [16] JIANG B,LUO R,MAO J,et al.Acquisition of localization confidence for accurate object detection[C]//European Conference on Computer Vision (ECCV),September 8-14,2018,Munich,Germany.Berlin,Heidelberg:Springer-Verlag,2018:784-799.

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    DING Mingyuan, CAI Jing, ZHOU Mian, XUE Yanbing, WEN Xianbin. Research on discriminative pedestrian single target tracking algorithm with adaptive tracking state[J]. Journal of Optoelectronics · Laser, 2022, 33(9): 940

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    Paper Information

    Received: Jan. 7, 2022

    Accepted: --

    Published Online: Oct. 9, 2024

    The Author Email: XUE Yanbing (xueyb0718@tjut.edu.cn)

    DOI:10.16136/j.joel.2022.09.0015

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