WU Yun-long, SUN Xiao-quan, XU Yin. Image Metric Analysis of Laser Jamming Effect Based on Compressed Sensing Theory[J]. Chinese Journal of Luminescence, 2013,34(8): 1096-1101
WU Yun-long, SUN Xiao-quan, XU Yin. Image Metric Analysis of Laser Jamming Effect Based on Compressed Sensing Theory[J]. Chinese Journal of Luminescence, 2013,34(8): 1096-1101 DOI: 10.3788/fgxb20133408.1096.
Image Metric Analysis of Laser Jamming Effect Based on Compressed Sensing Theory
Laser interference could weaken or deprive the detection abilities from CCD imaging detection system. Therefore
how to evaluate the performance of laser jamming objectively
precisely and quantitatively becomes a significant link in the study of interference techniques. This paper surveys the principles of Compressed Sensing(CS) theory and a new image metric which is based on the CS theory has been proposed. Combining with the characteristics of laser jamming image and its influence on CCD detection algorithms
the new metric takes advantage of the available clutter metric. Moreover
it has been applied in the performance evaluation of detection algorithms when jammed by laser. Experimental results of laser jamming in the field of view show that the metric can reflect the influence of laser jamming on CCD imaging detecting algorithms and realize the quantitative appraisal of laser jamming performance on CCD imaging system
therefore
its validity is verified.
关键词
Keywords
references
Gao W. Evaluation method for jamming effectiveness on electro-optical imaging systems [J]. Opto-Elctronic Engineering (光电工程), 2006, 33(2):5-8 (in Chinese).[2] Xu J, Zhao S H, Wu J L, et al. Integrated fuzzy evaluation method of photoelectric jamming to detector [J]. Opto-Elctronic Engineering (光电工程), 2007, 34(6):30-34 (in Chinese).[3] Xu Y, Shao L, Sun X Q. Image metric analysis of laser jamming effect on CCD tracking performance [J]. Infrared and Laser Engineering (红外与激光工程), 2012, 41(4):899-993 (in Chinese).[4] Zhang J Q, He G J, Liu D L, et al. Impact of background clutter on IR imaging system performance [J]. Infrared and Laser Engineering (红外与激光工程), 2008, 37(4):565-568 (in Chinese).[5] Wang X R, Zhang J Q. Machine vision based IR imaging system detection performance [J]. J. Infrared Millim. Waves(红外与毫米波学报), 2003, 22(4):273-276 (in Chinese).[6] Donoho D L. Compressed sensing [J]. IEEE Transactions on Information Theory, 2006, 52(4):1289-1306.[7] Cands E, Romberg J, Tao T. Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information [J]. IEEE Transactions on Information Theory, 2006, 52(2):489-509.[8] Cands E. Compressive sampling [D]//Proceeding of International Congress of Mathematicians, Madrid, 2006:1433-1452.[9] Shen M X. Research on Image Reconstruction Technique Based on Compressed Sensing Theory [D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2010:1-2 (in Chinese).[10] Cands E, Tao T. Near optimal signal recovery from random projections: Universal encoding strategies [J]. IEEE Transactions on Information Theory, 2006, 52(12):5406-5425.[11] Hong X Y, Hong Y, Xu Y, et al. Influence of laser jamming on target acquisition performance out of the field of view [J]. Chin. J. Lumin.(发光学报), 2012, 33(1):63-64 (in Chinese).[12] Qiu D D, Zhang Z, Wang R, et al. Mechanism research of pulsed-laser induced damage to CCD imaging devices [J]. Acta Optical Sinica (光学学报), 2011, 31(2):0214006-1-12 (in Chinese).[13] Wu J. Sparse-representation-based Clutter Metric. Xi'an: Xidian University, 2011:44-47 (in Chinese).[14] Li M, Zhou Z H, Zhang G L. Image measures in the evaluation of ATR algorithm performance [J]. Infrared and Laser Engineering (红外与激光工程), 2007, 36(3):412-416 (in Chinese).[15] Zhang Y N, Yang X Y. Research on performance evaluation approaches of infrared automatic target recognition algorithms[J]. Infrared (红外), 2007, 28(6):15-20 (in Chinese).[16] Richard S, Sims F. Putting ATR performance on an equal basisThe measurement of knowledge base distortion and relevant clutter [J]. SPIE, 2000, 4050:55-60.[17] Chang H H, Zhang J Q. New metrics for clutter affecting human target acquisition [J]. IEEE Transactions on Aerospace and Electronic Systems, 2006, 42(1):361-368.