Acta Photonica Sinica, Volume. 49, Issue 7, 710003(2020)

Infrared Small Target Detection Based on Fully Convolutional Neural Network and Visual Saliency

Jun-ming LIU1 and Wei-hua MENG1,2
Author Affiliations
  • 1China Airborne Missile Academy, Luoyang, Henan 471009, China
  • 2Aviation Key Laboratory of Science and Technology on Airborne Guided Weapons, Luoyang, Henan 471009, China
  • show less
    References(19)

    [7] [7] MADI S, MOALLEM P, SABAHI M F. Fast robust small infrared target detection using absolute directional mean difference algithm[J]. arXiv preprint arXiv: 1810.03173, 2018.

    [12] [12] REDMON J, DIVVALA S, GIRSHICK R, et al. You only look once: unified, realtime object detection[C].Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2016: 779788.

    [13] [13] REDMON J, FARHADI A. YOLO9000: better, faster, stronger[C].Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2017: 72637271.

    [14] [14] LIU W, ANGUELOV D, ERHAN D, et al. SSD: Single shot multibox detect[C].European Conference on Computer Vision, 2016: 2137.

    [15] [15] GIRSHICK R, DONAHUE J, DARRELL T, et al. Rich feature hierarchies f accurate object detection semantic segmentation[C].Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2014: 580587.

    [16] [16] GIRSHICK R. Fast RCNN[C].Proceedings of the IEEE International Conference on Computer Vision, 2015: 14401448.

    [17] [17] REN S, HE K, GIRSHICK R, et al. Faster RCNN: towards realtime object detection with region proposal wks[C].Advances in Neural Infmation Processing Systems, 2015: 9199.

    [25] [25] LONG J, SHELHAMER E, DARRELL T. Fully convolutional wks f semantic segmentation[C].Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2015: 34313440.

    [26] [26] HU J, SHEN L, SUN G. Squeezeexcitation wks[C].Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2018: 71327141.

    [27] [27] ZHANG W, CONG M, WANG L. Algithms f optical weak small targets detection tracking[C].International Conference on Neural wks Signal Processing, 2003, 1: 643647.

    Tools

    Get Citation

    Copy Citation Text

    Jun-ming LIU, Wei-hua MENG. Infrared Small Target Detection Based on Fully Convolutional Neural Network and Visual Saliency[J]. Acta Photonica Sinica, 2020, 49(7): 710003

    Download Citation

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

    Category: Image Processing

    Received: Mar. 1, 2020

    Accepted: --

    Published Online: Aug. 25, 2020

    The Author Email:

    DOI:10.3788/gzxb20204907.0710003

    Topics