Journal of Optoelectronics · Laser, Volume. 33, Issue 10, 1047(2022)

Research on ATOM multi-attention fusion workpiece tracking method〖WT〗

XU Jian1、*, ZHANG Linyao1, YUAN Hao1, LIU Xiuping1, and YAN Huanying2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(16)

    [2] [2] LUKEZIC A,VOJIR T,CEHOVIN Z L,et al.Discriminative correlation filter with channel and spatial reliability[C]//IEEE Conference on Computer Vision and Pattern Recognition(CVPR),July 21-26,2017,Honolu,HI,USA.New York:IEEE,2017:6309-6318.

    [4] [4] DANELLJAN M,ROBINSON A,KHAN F S,et al.Beyond correlation filters:Learning continuous convolution operators for visual tracking[C]//European Conference on Computer Vision,October 8-16,2016,Amsterdam,the Netherlands.Cham:Springer,2016:472-488.

    [5] [5] DANELLJAN M,BHAT G,SHAHBAZ K F,et al.Eco:Efficient convolution operators for tracking[C]//IEEE Conference on Computer Vision and Pattern Recognition,July 21-26,2017,Honolulu,HI,USA.New York:IEEE,2017:6638-6646.

    [6] [6] BERTINETTO L,VALMADRE J,HENRIQUES J F,et al.Fully-convolutional siamese networks for object tracking[C]//European Conference on Computer Vision.October 8-16,2016,Amsterdam,the Netherlands.Cham:Springer,2016:850-865.

    [7] [7] LI B,YAN J,WU W,et al.High performance visual tracking with siamese region proposal network[C]//2018 IEEE Conference on Computer Vision and Pattern Recognition,June 18-22,2018,Salt Lake City,UT,USA.New York:IEEE,2018:8971-8980.

    [8] [8] LI B,WU W,WANG Q,et al.Evolution of siamese visual tracking with very deep networks[C]//IEEE Conference on Computer Vision and Pattern Recognition,June 15-20,2019,Long Beach,CA,USA.New York:IEEE,2019: 16-20.

    [9] [9] 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 15-20,2019,Long Beach,CA,USA.New York:IEEE,2019:4660-4669.

    [10] [10] HENRIQUES J F,CASEIRO R,MARTINS P,et al.High-speed tracking with kernelized correlation filters[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2015,37(3):583-596.

    [11] [11] 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.Cham:Springer,2016:850-865.

    [12] [12] WOO S,PARK J,LEE J Y,et al.CBAM:convolutional block attention module[C]//European Conference on Computer Vision (ECCV),September 8-14,2018,Munich,Germany.Cham:Springer,2018:3-19.

    [13] [13] HU J,SHEN L,SUN G.Squeeze-and-excitation networks[C]//IEEE Conference on Computer Vision and Pattern Recognition,June 18-23,2018,Salt Lake City,UT,USA.New York:IEEE,2018:7132-7141.

    [14] [14] DAI Y,GIESEKE F,OEHMCKE S,et al.Attentional feature fusion[C]//IEEE/CVF Winter Conference on Applications of Computer Vision,January 3-8,2021,Waikoloa,HI,USA.New York:IEEE,2021:3560-3569.

    [15] [15] LUKEZIC A,VOJIR T,CEHOVIN Z L,et al.Discriminative correlation filter with channel and spatial reliability[C]//IEEE Conference on Computer Vision and Pattern Recognition,July 21-26,2017,Honolulu,HI,USA.New York:IEEE,2017:6309-6318.

    [16] [16] ZHU Z,WANG Q,LI B,et al.Distractor-aware siamese networks for visual object tracking[C]//European Conference on Computer Vision (ECCV),September 8-14,2018,Munich,Germany.Cham:Springer,2018:101-117.

    [17] [17] WU Y,LIM J,YANG M H.Object tracking benchmark[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2015,37(9):1834-1848.

    [18] [18] KRISTAN M,LEONARDIS A,MATAS J,et al.The sixth visual object tracking VOT2018 challenge results[C]//European Conference on Computer Vision (ECCV) Workshops,September 8-14,2018,Munich,Germany.Cham:Springer,2018:3-53.

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    XU Jian, ZHANG Linyao, YUAN Hao, LIU Xiuping, YAN Huanying. Research on ATOM multi-attention fusion workpiece tracking method〖WT〗[J]. Journal of Optoelectronics · Laser, 2022, 33(10): 1047

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    Paper Information

    Received: Jan. 4, 2022

    Accepted: --

    Published Online: Oct. 9, 2024

    The Author Email: XU Jian (xujian@xpu.edu.cn)

    DOI:10.16136/j.joel.2022.10.0008

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