光谱学与光谱分析, 2019, 39 (4): 1118, 网络出版: 2019-04-11  

一种稀疏约束的图正则化非负矩阵光谱解混方法

A Sparse Constrained Graph Regularized Nonnegative Matrix Factorization Algorithm for Hyperspectral Unmixing
作者单位
1 中国科学院西安光学精密机械研究所, 陕西 西安 710119
2 中国科学院大学, 北京 100049
引用该论文

甘玉泉, 刘伟华, 冯向朋, 于涛, 胡炳樑, 汶德胜. 一种稀疏约束的图正则化非负矩阵光谱解混方法[J]. 光谱学与光谱分析, 2019, 39(4): 1118.

GAN Yu-quan, LIU Wei-hua, FENG Xiang-peng, YU Tao, HU Bing-liang, WEN De-sheng. A Sparse Constrained Graph Regularized Nonnegative Matrix Factorization Algorithm for Hyperspectral Unmixing[J]. Spectroscopy and Spectral Analysis, 2019, 39(4): 1118.

参考文献

[1] Kumar Vinay, Ghosh J K. Journal of the Indian Society of Remote Sensing, 2017, 45(1): 139.

[2] Yang Shuo, Shi Z, Tang W. IEEE Transactions on, Geoscience & Remote Sensing, 2015, 53(6): 3389.

[3] Corson M R, Lucke R L, Davis C O, et al. International Geoscience & Remote Sensing Symposium, IEEE, 2010, 4(6): 3752.

[4] Mazet, Vincent, et al. Signal Processing, 2017, 135(C): 274.

[5] Lunga, Dalton, et al. Signal Processing Magazine, IEEE, 2014, 31(1): 55.

[6] Mahajan G R, et al. Precision Agriculture, 2017, 18(5): 736.

[7] ZHAO Heng-qian, ZHAO Xue-sheng, CEN Yi, et al(赵恒谦, 赵学胜, 岑 奕, 等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2017, 37(3): 869.

[8] Bioucas-Dias, José M, et al. Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2012, 5(2): 354.

[9] TANG Xiao-yan, GAO Kun, NI Guo-qiang(唐晓燕, 高 昆, 倪国强). Remote Sensing Technique and Application(遥感技术与应用), 2013, 28(4): 731.

[10] Haple B, Wells E. Journal of Geophysical Research, 1981, 86(B4): 3055.

[11] LI Xiao-wen, WANG Jin-di(李小文, 王锦地). Optical Remote Sensing Models and Structure Parameterization for Vegetation(植被光学遥感模型与植被结构参数化). Beijing: Science Press(北京: 科学出版社), 1995.

[12] Zhao Genping, Zhao C, Jia X. Geoscience & Remote Sensing Letters, IEEE, 2017, 13(10): 1532.

[13] Carpenter, Gail A, et al. Remote Sensing of Environment, 1999, 70(2): 138.

[14] Bioucas-Dias J, Nascimento J. IEEE Transactions on, Geoscience & Remote Sensing, 2008, 46(8): 2435.

[15] Chang Cheini, Du Q. IEEE Transactions on, Geoscience & Remote Sensing, 2004, 42(3): 608.

[16] Boardman J M, Kruse F A, Green R O. in Proc. Summaries JPL Ariborne Earth Sci. Workshop, Pasadena, CA, 1995, 1: 23.

[17] Chang Chein I, Antonio Plaza. Geoscience and Remote Sensing Letters, IEEE, 2006, 3(1): 63.

[18] Winter, Michael E. SPIE’s International Symposium on Optical Science, Engineering and Instrumentation. International Society for Optics and Photonics, 1999.

[19] Nascimento, José M P, Dias José M Bioucas. IEEE Transactions on, Geoscience and Remote Sensing, 2005, 43(4): 898.

[20] Chang C I. IEEE Transactions on, Geoscience and Remote Sensing, 2005, 43(3): 502.

[21] Chang C I, Wu C C, Liu W M, et al. IEEE Transactions on, Geoscience and Remote Sensing, 2006, 44(10): 2804.

[22] Lee D D, Seung H S. Nature, 1999, 401: 788.

[23] Miao Lidan, Qi Hairong. IEEE Transactions on, Geoscience and Remote Sensing, 2007, 45: 7657.

[24] Cai Deng, et al. IEEE Transactions on, Pattern Analysis & Machine Intelligence, 2011, 33(8): 1548.

[25] Rajabi R, Khodadadzadeh M, Ghassemian H. Machine Vision and Image Processing, IEEE, 2011: 1.

[26] Lu Xiaoqiang, et al. IEEE Transactions on, Geoscience and Remote Sensing, 2013, 51(5): 2815.

[27] Rajabi, Roozbeh, Ghassemian H. Geoscience & Remote Sensing Letters, IEEE, 2014, 12(1): 38.

[28] Cichocki A, Zdunek R, Choi S, et al. Adaptive Natural Comput. Algorithms, 2007, 4432: 271.

[29] USGS Digital Spectral Library (http://speclab.cr.usgs.gov/spectral-lib.html).

[30] AVIRIS data (http://aviris.jpl.nasa.gov/data/free_data.html).

[31] Geng X, Xiao Z, Ji L, et al. Journal of Photogrammetry & Remote Sensing, 2013, 79(5): 211.

[32] Liu J, Zhang J. IEEE Transactions on, Geoscience and Remote Sensing, 2012, 50(1): 104.

甘玉泉, 刘伟华, 冯向朋, 于涛, 胡炳樑, 汶德胜. 一种稀疏约束的图正则化非负矩阵光谱解混方法[J]. 光谱学与光谱分析, 2019, 39(4): 1118. GAN Yu-quan, LIU Wei-hua, FENG Xiang-peng, YU Tao, HU Bing-liang, WEN De-sheng. A Sparse Constrained Graph Regularized Nonnegative Matrix Factorization Algorithm for Hyperspectral Unmixing[J]. Spectroscopy and Spectral Analysis, 2019, 39(4): 1118.

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!