非线性变换和信息相邻相关的高光谱自适应波段选择
张爱武, 杜楠, 康孝岩, 郭超凡. 非线性变换和信息相邻相关的高光谱自适应波段选择[J]. 红外与激光工程, 2017, 46(5): 0538001.
Zhang Aiwu, Du Nan, Kang Xiaoyan, Guo Chaofan. Hyperspectral adaptive band selection method through nonlinear transform and information adjacency correlation[J]. Infrared and Laser Engineering, 2017, 46(5): 0538001.
[1] 赵慧洁, 李明康, 李娜, 等. 一种基于改进子空间划分的波段选择方法[J]. 红外与激光工程, 2015, 44(10): 3155-3160.
[2] 王艺婷, 黄世奇, 刘代志, 等. 一种新的基于目标检测的波段选择方法[J]. 红外与激光工程, 2013, 42(8): 2294-2298.
Wang Yiting, Huang Shiqi, Liu Daizhi, et al. Novel band selection method based on target detection[J]. Infrared and Laser Engineering, 2013, 42(8): 2294-2298. (in Chinese)
[3] 范雪莉, 冯海泓, 原猛. 基于互信息的主成分分析特征选择算法[J]. 控制与决策, 2013, 28(6): 915-919.
Fan Xueli, Feng Haihong, Yuan Meng. PCA based on mutual information for feature selection[J]. Control and Decision, 2013, 28(6): 915-919. (in Chinese)
[4] Martinez-Uso A, Pla F, Sotoca J M, et al. Clustering-based hyperspectral band selection using information measures[J]. IEEE Transactions on Geoscience & Remote Sensing, 2008, 45(12): 4158-4171.
[5] 赵春晖, 陈万海, 杨雷. 高光谱遥感图像最优波段选择方法的研究进展与分析[J]. 黑龙江大学自然科学学报, 2007, 24(5): 592-602.
Zhao Chunhui, Chen Wanhai, Yang Lei. Research advances and analysis of hyperspectral remote sensing image band selection[J]. Journal of Natural Science of Heilongjiang University, 2007, 24(5): 592-602. (in Chinese)
[6] 秦方普, 张爱武, 王书民, 等. 基于谱聚类与类间可分性因子的高光谱波段选择[J]. 光谱学与光谱分析, 2015, 35(5): 1357-1364.
[7] Bajwa S G, Bajcsy P, Groves P, et al. Hyperspectral image data mining for band selection in agricultural applications[J]. Transactions-American Society of Agricultural Engineers, 2004, 47(3): 895-908.
[8] Serpico S B, Bruzzone L. A new search algorithm for feature selection in hyperspectral remote sensing images[J]. IEEE Transactions on Geoscience & Remote Sensing, 2001, 39(7):1360-1367.
[9] 魏芳洁. 高光谱图像波段选择方法的研究[D]. 哈尔滨: 哈尔滨工程大学, 2013.
Wei Fangjie. Research on band selection for hyperspectral imagery [D]. Harbin: Harbin Engineering University, 2013. (in Chinese)
[10] 刘春红, 赵春晖, 张凌雁. 一种新的高光谱遥感图像降维方法[J]. 中国图象图形学报, 2005, 21(6): 676-680.
Liu Chunhong, Zhao Chunhui, Zhang Lingyan. A new method of hyperspectral remote sensing image dimensional reduction[J]. Journal of Image and Graphics, 2005, 21(6): 676-680. (in Chinese)
[11] 范修斌, 李世取. 互信息与相关性之间的关系[J]. 信息工程学院学报, 1999, 18(2): 45-48.
Fan Xiubin, Li Shiqu. Relationship between the mutual information and the correlation[J]. Journal of Information Engineering University, 1999, 18(2): 45-48. (in Chinese)
张爱武, 杜楠, 康孝岩, 郭超凡. 非线性变换和信息相邻相关的高光谱自适应波段选择[J]. 红外与激光工程, 2017, 46(5): 0538001. Zhang Aiwu, Du Nan, Kang Xiaoyan, Guo Chaofan. Hyperspectral adaptive band selection method through nonlinear transform and information adjacency correlation[J]. Infrared and Laser Engineering, 2017, 46(5): 0538001.