Acta Optica Sinica, Volume. 39, Issue 8, 0810001(2019)

Infrared Dim-Small Target Detection Based on Robust Principal Component Analysis and Multi-Point Constant False Alarm

Mingyang Ma1,2, Dejiang Wang1、*, He Sun1, and Tao Zhang1
Author Affiliations
  • 1 Key Laboratory of Aviation Optical Imaging and Measurement, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, Jilin 130033, China
  • 2 School of Optoelectronics, University of Chinese Academy of Sciences, Beijing 100049, China
  • show less
    References(18)

    [1] Wang D B. Research on infrared weak small targets detection and tracking technology under complex backgrounds Xi'an:[D]. Xidian University, 1-10(2010).

    [3] Chen J Y, Electronic Systems. AES-, 23, 46-59(1987).

    [4] Li A D. The research on technology of infrared small target detection based on compressive sensing[D]. Changsha: National University of Defense Technology, 20-30(2015).

    [11] Yuan X M, Yang J F. Sparse and low-rank matrix decomposition via alternating direction methods[J]. Pacific Journal of Optimization, 9, 167-180(2009).

    [14] Sun J G. Research on algorithm of infrared small target detection and tracking in image sequence[D]. Changchun: University of Chinese Academy of Sciences(2014).

    [16] Min G, Zhang X W, Zou X et al. Mask estimate through Itakura-Saito nonnegative RPCA for speech enhancement. [C]//2016 IEEE International Workshop on Acoustic Signal Enhancement (IWAENC), September 13-16, 2016, Xi'an, China. New York: IEEE, 16409739(2016).

    [17] Li M, Wang Q, Li J. at al. Complex morophology small targets detection based on spatical-temporal sparse recovery in infrared surveillance system[J]. Proceedings of SPIE, 9796, 97961A(2016).

    [18] Qian W X. Key techniques on infrared small target detection and track in the complex background[D]. Nanjing: Nanjing University of Science and Technology, 49-53(2010).

    Tools

    Get Citation

    Copy Citation Text

    Mingyang Ma, Dejiang Wang, He Sun, Tao Zhang. Infrared Dim-Small Target Detection Based on Robust Principal Component Analysis and Multi-Point Constant False Alarm[J]. Acta Optica Sinica, 2019, 39(8): 0810001

    Download Citation

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

    Category: Image Processing

    Received: Feb. 20, 2019

    Accepted: Apr. 1, 2019

    Published Online: Aug. 7, 2019

    The Author Email: Wang Dejiang (wangdj@ciomp.ac.cn)

    DOI:10.3788/AOS201939.0810001

    Topics