基于马尔可夫随机场的红外有形目标检测算法
薛永宏, 张涛, 陈荣利, 安玮, 张寅生. 基于马尔可夫随机场的红外有形目标检测算法[J]. 光子学报, 2013, 42(10): 1231.
XUE Yong-hong, ZHANG Tao, CHEN Rong-li, AN Wei, ZHANG Yin-sheng. Multi-shape Infrared Target Detection Algorithm Based on Markov Random Field[J]. ACTA PHOTONICA SINICA, 2013, 42(10): 1231.
[1] TARTAKOVSKY A G, BROWN J. Adaptive spatial temporal filtering methods for clutter removal and target tracking[J]. IEEE Transactions on Aerospace and Electronic Systems, 2008, 44(4): 1522-1537.
[2] LONG Yun-li, XU Hui, AN Wei, et al. Spatial temporal fused filtering for infrared clutter suppression based on restricted sequential M-estimation[J]. Acta Aeronautica et Astronautica Sinica, 2011, 32(8): 1531-1541.
[3] ZAVERI M A, MERCHANT S N, DESAI U B. Tracking of point targets in IR image sequence using multiple model based particle filtering and MRF based data association[C]. IEEE Proceedings of the 17th International Conference on Pattern Recognition, 2004, 4: 729-732.
[4] PARAG T. Coupled label and intensity MRF models for IR target detection[C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2011, 7-13.
[5] JIANG Y X, YUAN Q Z, SHAO C Y, et al. Study on detection method of small object on sea based on kernel-MRF foreground segmentation model[C]. IEEE Conference on Computer Science and Service System, 2012, 1869-1872.
[6] SUN X D, FANG G Z. Infrared small targets detection based on MRF model[J]. Procedia Engineering, 2012, 29: 420-424.
[7] LI S Z. Markov random field modeling in image analysis[M]. Springer, 2009: 20-30.
[8] BESAG J. Spatial interaction and the statistical analysis of lattice systems[J]. Journal of the Royal Statistical Society: Series B (Methodological), 1974, 36(2): 192-236.
[9] ZHONG P, WANG R S. Image segmentation based on Markov random fields with adaptive neighborhood systems[J]. Optical Engineering, 2006, 45(9): 097202.
[10] FORBES F, PEYRARD N. Hidden Markov random field model selection criteria based on mean field like approximations[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(9): 1089-1101.
[11] TZANNES A P, BROOKS D H. Detecting small moving objects using temporal hypothesis testing[J]. IEEE Transactions on Aerospace and Electronic Systems, 2002, 38(2): 570-586.
薛永宏, 张涛, 陈荣利, 安玮, 张寅生. 基于马尔可夫随机场的红外有形目标检测算法[J]. 光子学报, 2013, 42(10): 1231. XUE Yong-hong, ZHANG Tao, CHEN Rong-li, AN Wei, ZHANG Yin-sheng. Multi-shape Infrared Target Detection Algorithm Based on Markov Random Field[J]. ACTA PHOTONICA SINICA, 2013, 42(10): 1231.