Temporal filters for point target detection in IR imagery

被引:32
|
作者
Tzannes, AP
Brooks, DH
机构
关键词
staring IR camera; point target tracking; cloud clutter; continuous wavelet transform;
D O I
10.1117/12.280370
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, we approach the problem of point target detection in infrared image sequences by investigating the application of the continuous wavelet transform to temporal pixel profiles. Observations made on the resulting time-scale images suggest Chat a multiscale temporal filtering algorithm is suitable for this application. Such an algorithm would exploit the fact that those clutter pixels that are the cause of false alarms when using a medium scale filter, respond to fine and coarse scale filters differently than the target pixels. To demonstrate the effectiveness of a, multiscale approach, a first-cut 3-scale approach is tested on actual infrared image sequences featuring targets of opportunity and evolving cloud clutter. Results indicate that the 3-scale approach exhibits improved clutter suppression and target detection, when compared to a single scale filtering approach.
引用
收藏
页码:508 / 520
页数:13
相关论文
共 50 条
  • [31] Applying ordered statistic filters for point target detection in hyperspectral data
    Raviv, O
    Rotman, SR
    [J]. SIGNAL AND DATA PROCESSING OF SMALL TARGETS 2003, 2003, 5204 : 35 - 40
  • [32] TVPCF: A Spatial and Temporal Filter for Small Target Detection in IR Images
    Gao, Jinyan
    Lin, Zaiping
    Guo, Yulan
    An, Wei
    [J]. 2017 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING - TECHNIQUES AND APPLICATIONS (DICTA), 2017, : 361 - 367
  • [33] A detection algorithm for maneuvering IR point target and its performance evaluation
    Zhu, Feng-Yun
    Qin, Shi-Yin
    [J]. PROCEEDINGS OF THE 2006 IEEE/ASME INTERNATIONAL CONFERENCE ON MECHATRONIC AND EMBEDDED SYSTEMS AND APPLICATIONS, 2006, : 6 - +
  • [34] Regularized CDWT optical flow applied to moving-target detection in IR imagery
    Castellano, G
    Boyce, J
    Sandler, M
    [J]. MACHINE VISION AND APPLICATIONS, 2000, 11 (06) : 277 - 288
  • [35] Regularized CDWT optical flow applied to moving-target detection in IR imagery
    Gabriela Castellano
    James Boyce
    Mark Sandler
    [J]. Machine Vision and Applications, 2000, 11 : 277 - 288
  • [37] Multidimensional digital filters for point-target detection in cluttered infrared scenes
    Kennedy, Hugh L.
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2014, 23 (06)
  • [38] Optimization of point target tracking filters
    Caefer, CE
    Silverman, J
    Mooney, JM
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2000, 36 (01) : 15 - 25
  • [39] Parametric temporal compression of infrared imagery sequences containing a slow-moving point target
    Huber-Shalem, Revital
    Hadar, Ofer
    Rotman, Stanley R.
    Huber-Lerner, Merav
    [J]. APPLIED OPTICS, 2016, 55 (05) : 1151 - 1163
  • [40] A Bayesian track-before-detect algorithm for IR point target detection
    Warren, RC
    [J]. HYBRID INFORMATION SYSTEMS, 2002, : 539 - 553