• Infrared and Laser Engineering
  • Vol. 47, Issue 7, 703005 (2018)
Wu Tianshu1、2、*, Zhang Zhijia1, Liu Yunpeng2, Pei Wenhui1, and Chen Hongye1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/irla201847.0703005 Cite this Article
    Wu Tianshu, Zhang Zhijia, Liu Yunpeng, Pei Wenhui, Chen Hongye. A lightweight small object detection algorithm based on improved SSD[J]. Infrared and Laser Engineering, 2018, 47(7): 703005 Copy Citation Text show less
    References

    [1] Zhang Difei,Zhang Jinsuo,Yao Keming, et al. Infrared ship-target recognition based on SVM classification [J]. Infrared and Laser Engineering, 2016, 45(1): 0104004. (in Chinese)

    [2] Luo Haibo, Xu Lingyun, Hui Bin, et al. Status and prospect of target tracking based on deep learning[J]. Infrared and Laser Engineering, 2017, 46(5): 0502002. (in Chinese)

    [3] Ren S, He K, Girshick R B, et al. Faster R-CNN: towards real-time object detection with region proposal networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017, 39(6): 1137-1149.

    [4] Redmon J, Divvala S K, Girshick R B, et al. You only look once: unified, real-time object detection[C]//2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016: 779-788.

    [5] Liu W, Anguelov D, Erhan D, et al. SSD: single shot multiBox detector[J]. European Conference on Computer Vision, 2016: 21-37.

    [6] Xiong Changzhen, Shan Yanmei, Guo Fenhong. Image retrieval method based on image principal part detection[J]. Optics and Precision Engineering, 2017, 25(3): 792-798. (in Chinese)

    [7] Wu Xin, Zhang Jianqi, Yang Chen. Efficient infrared image background prediction with Jetson TK1[J]. Infrared and Laser Engineering, 2015, 44(9): 2615-2621. (in Chinese)

    [8] Lin T Y, Dollár P, Girshick R, et al. Feature pyramid networks for object detection[J/OL]. 2016: arXiv:1612.03144[cs.CV].

    [9] Zhang X, Zhou X, Lin M, et al. Shufflenet: An extremely efficient convolutional neural network for mobile devices[J/OL]. 2017: arXiv: 1707.01083[cs.CV].

    [10] Howard A G, Zhu M, Chen B, et al. Mobilenets: Efficient convolutional neural networks for mobile vision applications[J/OL]. 2017, arXiv:1704.04861[cs.CV].

    [11] Liu Zhi, Huang Jiangtao, Feng Xin. Action recognition model construction based on multi-scale deep convolution neural network[J]. Optics and Precision Engineering, 2017, 25(3): 799-805. (in Chinese)

    [12] Huang G, Liu Z, Weinberger K Q, et al. Densely connected convolutional networks[J/OL]. 2016, arXiv:1608.06993[cs.CV].

    CLP Journals

    [1] Zhao Xiaofeng, Xu Mingyang, Wang Danpiao, Yang Jiaxing, Zhang Zhili. Infrared camouflage detection method for special vehicles based on improved SSD[J]. Infrared and Laser Engineering, 2019, 48(11): 1104003

    [2] Dong Chao, Feng Junjian, Tian Lianfang, Zheng Bing. Rapid ship detection based on gradient texture features and multilayer perceptron[J]. Infrared and Laser Engineering, 2019, 48(10): 1026004

    Wu Tianshu, Zhang Zhijia, Liu Yunpeng, Pei Wenhui, Chen Hongye. A lightweight small object detection algorithm based on improved SSD[J]. Infrared and Laser Engineering, 2018, 47(7): 703005
    Download Citation