自动化技术 |
|
|
|
|
变化向量分析结合光谱解混的高光谱变化检测 |
赵辽英1, 陈小芬1, 厉小润2 |
1. 杭州电子科技大学 计算机应用技术研究所, 浙江 杭州 310018;
2. 浙江大学 电气工程学院, 浙江 杭州 310027 |
|
Hyperspectral change detection based on change vector analysis and spectral unmixing |
ZHAO Liao-ying1, CHEN Xiao-fen1, LI Xiao-run2 |
1. Institute of Computer Application Technology, Hangzhou Dianzi University, Hangzhou 310018, China;
2. College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China |
[1] NIELSEN A. The regularized iteratively reweighted MAD method for change detection in multi-and hyperspectral data[J]. IEEE Transactions Image Process, 2006,16(2):463-478.
[2] LIU S, BRUZZONE L, BOVOLO F. Sequential spectral change vector analysis for iteratively discovering and detecting multiple changes in hyperspectral images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(8):4363-4378.
[3] 杜培军,夏俊士,薛朝辉,等.高光谱遥感影像分类研究进展[J].遥感学报,2016,20(2):236-256. DU Pei-jun, XIA Jun-shi, XUE Chao-hui, et al. Review of hyperspectral remote sensing image classification[J]. Journal of Remote Sensing, 2016, 20(2):236-256.
[4] ALP E, ANTONIO P. Informative change detection by unmixing for hyperspectral images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2015, 12(6):1252-1256.
[5] DAWELBAIT M A A, MORARI F. Landsat, spectral mixture analysis and change vector analysis to monitor land cover degradation in a savanna region in Sudan (1987-1999-2008)[J]. International Journal WaterResources and Arid Environments, 2011, 1(5):366-377.
[6] 童庆禧,张兵,郑兰芬.高光谱遥感:原理、技术与应用[M].北京:高等教育出版社,2006.
[7] 王丽姣.基于单形体体积增长的高光谱图像端元提取及快速实现[D].杭州:浙江大学,2015. WANG Li-jiao. Hyperspectral endmember extraction and its fast implementation based on simplex growing theory[D]. Hangzhou:Zhejiang University, 2015.
[8] HEINZ D C, CHANG C I. Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2001,39(3):529-545.
[9] 贾森.非监督的高光谱图像解混技术研究[D].杭州:浙江大学,2007. JIA Sen. Unsupervised hyperspectral unmixing theory and techniques[D]. Hangzhou:Zhejiang University, 2007.
[10] 盛辉,廖明生,张路.基于典型相关分析的变化检测中变化阈值的确定[J].遥感学报,2004, 8(05):451-457. SHEN Hui, LIAO Ming-sheng, ZHANG Lu. Determination of threshold in change detection based on canonical correlation analysis[J]. Journal of Remote Sensing, 2004, 8(05):451-457.
[11] CHANG C I, DU Q. Estimation of number of spectrally distinct signal sources in hyperspectral imagery[J]. Geoscience and Remote Sensing Letters, 2004, 42(3):608-619.
[12] Hyperspectral remote sensing scenes[EB/OL].[2016-11-01]. http://www.ehu.es/ccwintco/index. php/Hyperspectral_Remote_Sensing_Scenes.
[13] Earthexplorer[EB/OL].[2016-11-01]. http://earth-explorer.usgs.gov. |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|