中国激光, 2013, 40 (11): 1109001, 网络出版: 2013-10-20   

基于信号子空间谱域约束的激光主动成像散斑噪声去除

Speckle Noise Suppression for Laser Active Imaging Based on Spectrum-Domain Constrain in Signal Subspace
王灿进 1,2,3,*孙涛 1,2王锐 1,2王挺峰 1,2陈娟 1,2
作者单位
1 中国科学院长春光学精密机械与物理研究所光电部, 吉林 长春 130033
2 中国科学院长春光学精密机械与物理研究所激光与物质相互作用国家重点实验室, 吉林 长春 130033
3 中国科学院大学, 北京 100049
引用该论文

王灿进, 孙涛, 王锐, 王挺峰, 陈娟. 基于信号子空间谱域约束的激光主动成像散斑噪声去除[J]. 中国激光, 2013, 40(11): 1109001.

Wang Canjin, Sun Tao, Wang Rui, Wang Tingfeng, Chen Juan. Speckle Noise Suppression for Laser Active Imaging Based on Spectrum-Domain Constrain in Signal Subspace[J]. Chinese Journal of Lasers, 2013, 40(11): 1109001.

参考文献

[1] 李晓峰, 徐军, 罗积军, 等. 基于序贯检验的激光主动成像目标探测方法[J]. 中国激光, 2011, 38(9): 0908007.

    Li Xiaofeng, Xu Jun, Luo Jijun, et al.. Sequential detection of targets in laser active imaging system[J]. Chinese J Lasers, 2011, 38(9): 0908007.

[2] Loupas T, McDicken W N, Allan P L. An adaptive weighted median filter for speckle suppression in medical ultrasonic images[J]. IEEE Trans Circuits and Systems, 1989, 36(1): 129-135.

[3] Lee J S. Digital image enhancement and noise filtering by use of local statistics[J]. IEEE Trans Pattern Anal Machine Intell, 1980, PAMI-2(2): 165-168.

[4] Frost V S, Stiles J A, Shanmugan K S, et al.. A mode for radar images and its application to adaptive digital filtering of multiplicative noise[J]. IEEE Trans Pattern Anal Machine, 1982, PAMI-4(2): 157-165.

[5] Kuan D, Sawchuk A, Strand T, et al.. Adaptive restoration of images with speckle[J]. IEEE Trans Acoust, Speech, Signal Process, 1987, 35(3): 373-383.

[6] Lu Y H, Tan S Y, Yeo T S, et al.. Adaptive filtering algorithms for SAR speckle reduction[C]. Lincoln: Geoscience and Remote Sensing Symposium, 1996, 1: 67-69.

[7] Donoho D L. Denoising by soft-thresholding [J]. IEEE Trans Inform Theory, 1995, 41(3): 613-627.

[8] Abarmovich F, Sapatinas T, Silverman B. Wavelet thresholding via a Bayesian approach[J]. Journal of the Royal Statistical Society, 1998, 60(4): 725-749.

[9] Jarabo-Amores P, Rosa-Zurera M, Mata-Moya D, et al.. “Mean-Shift” filtering to reduce speckle noise in SAR images[C]. Singapore: Instrumentation and Measurement Technology Conference, 2009. 1188-1193.

[10] Hyenkyun W, Yun S. Alternating minimization algorithm for speckle reduction with a shifting technique[J] . Image Processing, 2012, 21(4): 701-1714.

[11] 李晓峰, 徐军, 罗积军, 等. 激光主动成像图像噪声分析与抑制[J]. 红外与激光工程, 2011, 40(2): 332-337.

    Li Xiaofeng, Xu Jun, Luo Jijun, et al.. Noise analyzing and denoising of intensity image for laser active imaging system[J]. Infrared and Laser Engineering, 2011, 40(2): 332-337.

[12] Ephraim Y ,Trees H L V. A signal subspace approach for speech enhancement[J]. IEEE Trans Speech Audio Process, 1995, 3(4): 251-266.

[13] Gu J, Yang J, Zhang H, et al.. Speckle filtering in polarimetric SAR data based on the subspace decomposition[J]. Geoscience and Remote Sensing, 2004, 42(8): 1635-1641.

[14] 许小军, 陆启生, 舒柏宏, 等. 激光照明的大气后向散射理论模拟和试验研究[J]. 红外与激光工程, 2001, 30( 1): 60-65.

    Xu Xiaojun, Lu Qisheng, Shu Bohong, et al.. Back-scattering model and experiment of laser illuminating[J]. Infrared and Laser Engineering, 2001, 30(1): 60-65.

[15] Hansen P S K. Signal Subspace Methods for Speech Enhancement[D]. Denmark: Technical University of Denmark, 1997.

[16] Kamel N, Sayeed S, Ellis G. Glove-based approach to online signature verification[J]. IEEE Trans Pattern Anal Machine Intell, 2008, 30(6): 1109-1113.

[17] 李自勤, 王骐, 李琦, 等. 激光成像雷达系统中散斑像的乘法模型及其滤除[J]. 中国激光, 2003, 30(8): 717-720.

    Li Ziqin, Wang Qi, Li Qi, et al.. Multiplication model of speckle image and speckle suppression in imaging lidar[J]. Chinese J Lasers, 2003, 30(8): 717-720.

王灿进, 孙涛, 王锐, 王挺峰, 陈娟. 基于信号子空间谱域约束的激光主动成像散斑噪声去除[J]. 中国激光, 2013, 40(11): 1109001. Wang Canjin, Sun Tao, Wang Rui, Wang Tingfeng, Chen Juan. Speckle Noise Suppression for Laser Active Imaging Based on Spectrum-Domain Constrain in Signal Subspace[J]. Chinese Journal of Lasers, 2013, 40(11): 1109001.

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