QIAN Fang, SUN Tao, SHI Ning-ning etc. Assessment of laser-dazzling effects based on laser spot and target features[J]. Editorial Office of Optics and Precision Engineering, 2014,22(7): 1896-1903
QIAN Fang, SUN Tao, SHI Ning-ning etc. Assessment of laser-dazzling effects based on laser spot and target features[J]. Editorial Office of Optics and Precision Engineering, 2014,22(7): 1896-1903 DOI: 10.3788/OPE.20142207.1896.
Assessment of laser-dazzling effects based on laser spot and target features
the local features of targets and the distribution characteristics of laser spots are analyzed.A new algorithm composed of Weighted Feature Similarity (WFSIM) is proposed for the assessment of laser-dazzling effects.The method firstly uses the global features including luminance
contrast
edge definition and local feature-point maintainability to obtain the assessment model.Then
it computes the weighting factors
such as the saturated pixel number
signal to noise ratio and spot visual impotence based on the size
intensity and position of the laser spot.Based on the above results
a modified assessment algorithm can be constructed and a normalized evaluation can be implemented.An experiment platform of laser active imaging and recognition system is built for laser-dazzling images under different laser intensities
different background intensities and different spot positions.The proposed WFSIM algorithm is used to evaluate obtained laser-dazzling images.In terms of experiment results
the WFSIM algorithm shows good feasibility and rationality as comparing with Mean Square Error(MSE)
Peak Signal to Noise Ratio(PSNR) and Structural Similarity(SSIM) image quality assessment methods.The evaluation results is consistent with the subjective human visual perception.
关键词
Keywords
references
王宇庆,朱明. 评价彩色图像质量的四元数矩阵最大奇异值方法[J]. 光学精密工程,2013,21(2):470-471. WANG Y Q,ZHU M. Maximum singular value method of quaternion matrix for evaluating color image quality[J]. Opt. Precision Eng. ,2013,21(2):470-471. (in Chinese)
袁飞,黄联芬,姚彦. 基于视觉掩盖效应和奇异值分解的图像质量评测方法[J]. 光学精密工程,2008,16(4):706-713. YUAN F,HUANG L F,YAO Y. Image quality evaluation based on visual masking effect and singular value decomposition[J]. Opt. Precision Eng. ,2008,16 (4):706-713. (in Chinese)
WANG Z. Image quality assessment: from error visibility to structural similarity[J]. IEEE Transactions on Image Processing,2004,13(4):6-7.
WANG Z,SIMONCELLI E P,BOVIK A C. Multi-scale structural similarity for image quality assessment. Conference Record of the Thirty-Seventh Asilomar Conference on Signals,Systems and Computers, USA,2003,2:1-4.
CHEN G H,YANG C L,PO L M,et al. Edge-based structural similarity for image quality assessment. IEEE International Conference on Acoustics,Speech and Signal Processing,2006:933-936.
LI C,BOVIK A C. Three-component weighted structural similarity index. SPIE Electronic Imaging International Society for Optics and Photonics,2009,7242:1-8.
SHEN H B,SHEN X J,ZHOU B,et al. Experimental of 532 nm pulsed laser irradiating CCD[J]. High Power Laser and Particle Beams,2009,21(10):1449-1454.
XU X,SUN X Q,SHAO L. Simulation of laser jamming and its influence on CCD imaging performance[J]. SPIE Optoelectronic Imaging and Multimedia Technology,2010,7850:1-7.
YUAN L H,FU L,YANG Y,et al. Analysis of texture feature extracted by gray level co-occurrence matrix[J]. Journal of Computer Applications,2009,29(4):1018-1021.
JAIN R,KASTURI R,SCHUNCK B G. Machine Vision[M]. New York: McGraw Hill,1995.
JAHNE B,HAUBECKER H,GEIBLER P. Handbook of Computer Vision and Applications[M]. New York: Academic Press,1999.
SCHLEIJPEN M A,DIMMELER A,EBERLE B,et al. Laser dazzling of focal plane array cameras[J]. SPIE Technologies for Optical Countermeasures,2007,6738:1-9.
DUREUC A,BOURDON P,VASSEUR O. laser-dazzling effects on TV-cameras: analysis of dazzling effects and experimental parameters weight assessment[J]. SPIE Technologies for Optical Countermeasures,2005,6738:1-6.
DUREUC A,VASSEUR O,BOURDON P. Assessment of laser-dazzling effects on TV-cameras by means of pattern recognition algorithms[J]. SPIE Technologies for Optical Countermeasures,2007,6738:1-8.