[1]尹丹艳,吴一全.灰色预测和混沌PSO的红外小目标检测[J].智能系统学报,2011,6(2):126-131.
 YIN Danyan,WU Yiquan.The detection of a small infrared target based on gray prediction and chaotic PSO[J].CAAI Transactions on Intelligent Systems,2011,6(2):126-131.
点击复制

灰色预测和混沌PSO的红外小目标检测

参考文献/References:
[1]秦翰林,刘上乾,周慧鑫,等.采用Gabor核非局部均值的弱小目标背景抑制[J].红外与激光工程, 2009, 38(4):737741.
QIN Hanlin, LIU Shangqian, ZHOU Huixin, et al. Background suppression for din small target with Gabor kernel nonlocal means[J]. Infrared and Laser Engineering, 2009, 38(4): 737741.
[2]WU Wei, PENG Jiaxiong. Algorithm of infrared background suppression and small target detection[J]. Infrared Laser Engineering (S10072276), 2003, 32(2): 148152.
[3]汪大宝,刘上乾,寇小明,等.基于MRF的自适应正则化红外背景杂波抑制算法[J].红外与毫米波学报, 2009, 28(6): 440444.
WANG Dabao, LIU Shangqian, KOU Xiaoming, et al. Infrared background clutter suppression algorithm of adaptive regularization based on MRF[J]. J Infrared and Millimeter Waves, 2009, 28(6): 440444.
[4]李凡,刘上乾,洪鸣,等.基于背景预测的红外弱小目标检测新算法[J].西安电子科技大学学报:自然科学版,2009, 36(6): 10751078.
LI Fan, LIU Shangqian, HONG Ming, et al. Dim infrared targets detection based on background prediction[J]. Journal of Xidian University:Natural science Edition, 2009, 36(6): 10751078.
[5]SONI T, ZEIDLER J R, KU W H. Performance evaluation of 2D adaptive prediction filters for detection of small objects in image data[J]. IEEE Transactions on Image Processing, 1993, 2(3): 327340.
?[6]MICHIELSEN K, De R H. Integralgeometry morphological image analysis[J]. Physics Reports, 2001, 347: 461538.
[7]吴一全,罗子娟.基于最小一乘背景预测的红外小目标检测算法[J].光电工程, 2008, 35(4): 1216.
WU Yiquan, LUO Zijuan. Method of target detection in infrared image sequences based on the least absolute deviation background prediction[J]. OptoElectronic Engineering, 2008, 35(4): 1216.
[8]彭罡,张启衡,刘泽金,等.一种强光背景下小目标图像的增强方法[J].光电工程, 2007, 34(12): 8792.
PENG Gang, ZHANG Qiheng, LIU Zejin, et al. Image enhancement method of small target in strong light level background[J]. OptoElectronic Engineering, 2007, 34(12): 8792.
[9]李天钢,王素品,秦辰.基于信息熵窗的小波低频子带弱目标图像的增强[J].西安交通大学学报,2006, 40(2):187190.
LI Tiangang, WANG Supin, QIN Chen. Enhancement of weak objective image with wavelet low frequency subband based on information entropy window[J]. Journal of Xi’an Jiaotong University, 2006, 40(2): 187190.
[10]闫敬文,朱明,王延杰.基于小波变换的低光照对比度或强噪声背景下图像增强与目标提取方法[J].厦门大学学报:自然科学版, 2004, 43(2): 195198.
YAN Jingwen, ZHU Ming, WANG Yanjie. An image enhancement and target recognition method of low illumination contrast based on wavelet transformation[J]. Journal of Xiamen University: Natural Science, 2004, 43(2): 195198.
[11]徐剑峰,吴一全,周建江.基于时域背景预测检测红外图像序列中的小目标[J].中国图象图形学报, 2007, 12(9): 15981603.
XU Jianfeng, WU Yiquan, ZHOU Jianjiang. Small target detection based on temporal predictions of background in infrared image sequences[J]. Journal of Image and Graphics, 2007, 12(9): 15981603.
[12]邓聚龙.灰色系统理论教程[M].武汉:华中理工大学出版社, 1990: 120.
[13]谢开贵,李春燕,周家启.基于遗传算法的GM(1,1,λ)模型[J].系统工程学报, 2000, 15(2): 168172.
?XIE Kaigui, LI Chunyan, ZHOU Jiaqi. Gray model (GM(1,1,λ)) based on genetic algorithm[J]. Journal of Systems Engineering, 2000, 15(2): 168172.
[14]张世强.基于信息再利用的灰色系统GM(1,1)模型建模方法及应用[J].数学的实践与认识, 2009, 39(13):97104.
ZHANG Shiqiang. Modeling method of grey system GM(1,1) model based information reused and it’s application[J].Mathematics in Practice and Theory, 2009, 39(13): 97104.
[15]陈杰,潘峰,王光辉.粒子群优化方法在动态优化中的研究现状[J]. 智能系统学报, 2009, 4(3): 189198.
?CHEN Jie, PAN Feng, WANG Guanghui. Review of the PSO research in dynamic environments[J]. CAAI Transactions on Intelligent Systems, 2009, 4(3): 189198.
[16]张浩,沈继红,张铁男,等. 一种基于混沌映射的粒子群优化算法及性能仿真[J]. 系统仿真学报, 2008, 20(20): 54625466.
ZHANG Hao, SHEN Jihong, ZHANG Tienan, et al. Improvement of chaos particle swarm optimization algorithm and analysis of its property[J]. Journal of System Simulation, 2008, 20(20): 54625466.
[17]张学军,李红,邓鹤.基于最小二乘支持向量机的红外小目标检测[J]. 应用数学, 2007, 20(增1): 163167.
ZHANG Xuejun, LI Hong, DENG He. The detection of small and weak infrared targets based on least squares support vector machine[J]. Mathematica Applicata, 2007, 20(sppp.1): 163167.

备注/Memo

收稿日期:2010-04-21.
基金项目:国家自然科学基金资助项目(60872065);航空科学基金资助项目(20105152026);南京大学计算机软件新技术国家重点实验室开放基金资助项目(KFKT2010B17).
通信作者:尹丹艳.
E-mail: ydy860125@163.com.
作者简介:
尹丹艳,女,1986年生,硕士研究生, 主要研究方向为图像处理、 目标检测与识别、信号处理等.
?吴一全, 男, 1963年生, 教授, 博士, 主要研究方向为图像处理与模式识别、目标检测与跟踪、智能信息处理等. 发表学术论文90余篇.

更新日期/Last Update: 2011-05-19
Copyright © 《 智能系统学报》 编辑部
地址:(150001)黑龙江省哈尔滨市南岗区南通大街145-1号楼 电话:0451- 82534001、82518134 邮箱:tis@vip.sina.com