Electronics Optics & Control, Volume. 27, Issue 10, 78(2020)

Improvement of RetinaNet and Its Application in Military Vehicle Detection

LI Ang1...2, WANG Shengquan2, ZHENG Baoyu1, CHEN Jiying3 and JI Jiaxin3 |Show fewer author(s)
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(12)

    [1] [1] LI H Y, LIU Y, OUYANG W L, et al.Zoom out-and-in network with map attention decision for region proposal and object detection[J].International Journal of Computer Vision, 2017, 127(3):1-14.

    [2] [2] FENG D, HAASE-SCHUTZ C, ROSENBAUM L, et al.Deep multi-modal object detection and semantic segmentation for autonomous driving:datasets, methods, and challenges[J].IEEE Transactions on Intelligent Transportation Systems, 2020.doi:10.1109/TITS.2020.2972974.

    [3] [3] ZHANG D W, HAN J W, ZHAO L, et al.Leveraging prior-knowledge for weakly supervised object detection under a collaborative self-paced curriculum learning framework[J].International Journal of Computer Vision, 2019, 127:363-380.

    [4] [4] ZHOU J, TAN X, SHAO Z W, et al.FVNet:3D front-view proposal generation for real-time object detection from point clouds[C]//The 12th International Congress on Ima-ge and Signal Processing, BioMedical Engineering and Informatics, 2019.doi:10.1109/CISP-BMEI48845.2019.8965844.

    [5] [5] WANG G, GUO J M, CHEN Y P, et al.A PSO and BFO-based learning strategy applied to Faster R-CNN for object detection in autonomous driving[J].IEEE Access, 2019, 7:18840-18859.

    [6] [6] YANG Y C, LOQUERCIO A, SCARAMUZZA D, et al.Unsupervised moving object detection via contextual information separation[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019.doi:10.1109/CVPR. 2019.00097.

    [7] [7] TANG Z, HWANG J N.MOANA:an online learned adaptive appearance model for robust multiple object tracking in 3D[J].IEEE Access, 2019, 7:31934-31945.

    [8] [8] BAPPY J H, SIMONS C, NATARAJ L, et al.Hybrid LSTM and encoder-decoder architecture for detection of image forgeries[J].IEEE Transactions on Image Processing, 2019, 28(7):3286-3300.

    [9] [9] MITTAL M, VERMA A, KAUR I, et al.An efficient edge detection approach to provide better edge connectivity for image analysis[J].IEEE Access, 2019, 7:33240-33255.

    [10] [10] BAK S, HOBBS K.Efficient n-to-n collision detection for space debris using 4D AABB trees (extended report)[R].Ithaca:Cornell University, 2019.

    [11] [11] WENG X S, KITANI K.Monocular 3D object detection with pseudo-LiDAR point cloud[C]//IEEE/CVF International Conference on Computer Vision Workshop, 2019:857-866.

    [17] [17] WALZ J M, BEMME S, REICHL S, et al.Behandelte frühgeborenenretinopathie in deutschland:5-jahres-daten des Retina.net ROP-registers[J].Der Ophthalmologe, 2018, 115(8):476-488.

    CLP Journals

    [1] HU Junyao, CHEN Qiaoyu, TONG Dongbing, MAO Qi. Design of an Extended State Observer Based on Sliding-Mode Control for Quadrotor UAV[J]. Electronics Optics & Control, 2023, 30(3): 15

    [2] LU Hongzhi, DUAN Fuhai. Fault-Tolerant Control of Altitude and Attitude for Quadrotor UAVs[J]. Electronics Optics & Control, 2023, 30(12): 73

    Tools

    Get Citation

    Copy Citation Text

    LI Ang, WANG Shengquan, ZHENG Baoyu, CHEN Jiying, JI Jiaxin. Improvement of RetinaNet and Its Application in Military Vehicle Detection[J]. Electronics Optics & Control, 2020, 27(10): 78

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Jul. 16, 2019

    Accepted: --

    Published Online: Dec. 25, 2020

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2020.10.016

    Topics