Acta Optica Sinica, Volume. 36, Issue 5, 512001(2016)

Infrared Small Target Detection Method Based on Correlation Filter

He Yujie1、*, Li Min1, Zhang Jinli1,2, and Xing Yuhang1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(20)

    [1] [1] Yang Linna, An Wei, Lin Zaipin, et al.. Small target detection based on visual saliency improved by spatial distance[J]. Acta Optica Sinica, 2015, 35(7): 0715004.

    [3] [3] Fang Yiqiang, Zhu Bin, Fan Xiang, et al.. Air infrared target detection based on partial graying[J]. Acta Optica Sinica, 2014, 34(4):0404001.

    [5] [5] He Y J, Li M, Zhang J L, et al.. Small infrared target detection based on low-rank and sparse representation[J]. Infrared Physics and Technology, 2015, 68: 98-109.

    [6] [6] M Zeng, Li J, Peng Z. The design of top-hat morphological filter and application to infrared target detection[J]. Infrared Phys Technol, 2006, 48(1): 67-76.

    [7] [7] Wang P, Tian J, Gao C. Infrared small target detection using directional highpass filters based on LS-SVM[J]. Electron Lett, 2009,45(3):156-158.

    [8] [8] Cao Y, Liu R M, Yang J. Small target detection using two-dimensional least mean square (TDLMS) filter based on neighborhood analysis[J]. International Journal of Infrared and Millimeter Waves, 2008, 29(2): 188-200.

    [9] [9] Zheng C, Li H. Method of infrared target detection based on the characteristic analysis of the local grey level[J]. Infrared Laser Eng, 2004, 33(4): 362-365.

    [10] [10] Deshpande S D, Meng H E, Ronda V, et al.. Max-mean and max-median filters for detection of small targets[J]. SPIE, 1999, 3809: 74-83.

    [11] [11] Liu Z J, Chen C Y, Shen X B. Detection of small objects in image data based on the nonlinear principal component analysis neural network[J]. Opt Eng, 2005, 44(9): 093604.

    [12] [12] Cao Y, Liu R, Yang J. Infrared small target detection using PPCA[J]. Int J Infrared Millimeter Waves, 2008, 29(4): 385-395.

    [13] [13] Liu R, Zhi H. Infrared point target detection with Fisher linear discriminant and kernel Fisher linear discriminant[J]. J Infrared Millimeter Terahertz Waves, 2010, 31(12): 1491-1502.

    [14] [14] Bolme D S, Draper B A, Beveridge J R. Average of synthetic exact filters[C]. Proce of the 2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009: 2105-2112.

    [15] [15] Bolme D S, Beveridge J R, Draper B A, et al.. Visual object tracking using adaptive correlation filters[C]. Proce of the 2010 IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2010: 2544-2550.

    [16] [16] Martin D, Gustav H, Fahad S K, et al.. Learning spatially regularized correlation filters for visual tracking[C]. Proce of the 2015 IEEE International Conference on Computer Vision(ICCV), 2015: 13-16.

    [17] [17] Bolme D S. Theory and applications of optimized correlation output filters[D]. Fort Collins: Colorado State University, 2011: 11-13.

    [19] [19] Gao C Q, Meng D Y, Yang Y, et al.. Infrared patch-image model for small target detection in a single image[J]. IEEE Tansactions on Image Processing, 2013, 22(12): 4996-5009.

    [20] [20] Chen P C L, Li H, Wei Y T, et al.. A local contrast method for small infrared target detection[J]. IEEE Tansactions on Geoscience and Remote Sensing, 2014, 52(1): 574-580.

    CLP Journals

    [1] Yao Chengqian, Chen Wei. Infrared Dim Target Detection Based on Improved Particle Swarm Optimization Algorithm[J]. Laser & Optoelectronics Progress, 2017, 54(11): 111101

    [2] Shen Qiu, Yan Xiaole, Liu Linfeng, Kong Fanqiang, Wang Dandan. Multi-Scale Correlation Filtering Tracker Based on Adaptive Feature Selection[J]. Acta Optica Sinica, 2017, 37(5): 515001

    [3] He Fuliang, Guo Yongcai, Gao Chao. Improved PCNN Method for Human Target Infrared Image Segmentation Under Complex Environments[J]. Acta Optica Sinica, 2017, 37(2): 215003

    [4] Zou Yanbiao, Zhou Weilin, Chen Xiangzhi. Research of Laser Vision Seam Detection and Tracking System Based on Depth Hierarchical Feature[J]. Chinese Journal of Lasers, 2017, 44(4): 402009

    Tools

    Get Citation

    Copy Citation Text

    He Yujie, Li Min, Zhang Jinli, Xing Yuhang. Infrared Small Target Detection Method Based on Correlation Filter[J]. Acta Optica Sinica, 2016, 36(5): 512001

    Download Citation

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

    Category: Instrumentation, Measurement and Metrology

    Received: Nov. 27, 2015

    Accepted: --

    Published Online: May. 3, 2016

    The Author Email: Yujie He (ksy5201314@163.com)

    DOI:10.3788/aos201636.0512001

    Topics