基于选择性分段行-列二维主成分分析的高光谱图像异常检测 
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杨桄, 向英杰, 王琪, 田张男. 基于选择性分段行-列二维主成分分析的高光谱图像异常检测[J]. 激光与光电子学进展, 2018, 55(8): 081002.
Yang Guang, Xiang Yingjie, Wang Qi, Tian Zhangnan. Anomaly Detection Based on Selective Segmentation Row-Column Two-Dimensional Principal Component Analysis for Hyperspectral Images[J]. Laser & Optoelectronics Progress, 2018, 55(8): 081002.
[1] 张兵. 高光谱图像处理与信息提取前沿［J］. 遥感学报, 2016, 20(5): 1062-1090.
Zhang B. Advances of hyperspectral image processing and information extraction［J］. Journal of Remote Sensing, 2016, 20(5): 1062-1090.
[2] Tong Q,Xue Y, Zhang L. Progress in hyperspectral remote sensing science and technology in China over the past three decades［J］. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(1): 70-91.
[3] 普晗哗, 王斌, 张立明. 基于流形学习的新高光谱图像降维算法［J］. 红外与激光工程, 2014, 43(1): 232-237.
Pu H Y, Wang B, Zhang L M. New dimensionality reduction algorithms for hyperspectral imagery based on manifold learning［J］. Infrared and Laser Engineering, 2014, 43(1): 232-237.
[4] Yang J, Zhang D, Frangi A F, et al. Two-dimensional PCA: a new approach to appearance-based face representation and recognition［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004, 26(1): 131-137.
[5] 周杨, 厉小润, 赵辽英. 改进的高光谱图像线性预测波段选择算法［J］. 光学学报, 2013, 33(8): 0828002.
[6] 郭雷, 常威威, 付朝阳. 高光谱图像融合最佳波段选择方法［J］. 宇航学报, 2011, 32(2): 374-379.
Guo L, Chang W W, Fu Z Y. Band selection of optimal for hyperspectral image fusion［J］. Journal of Astronautics, 2011, 32(2): 374-379.
[7] 赵春晖, 胡春梅, 石红. 采用选择性分段PCA算法的高光谱图像异常检测［J］. 哈尔滨工程大学学报, 2011, 32(1): 109-113.
Zhao C H, Hu C M, Shi H. Anomaly detection for a hyperspectral image by using a selective section principal component analysis algorithm［J］. Journal of Harbin Engineering University, 2011, 32(1): 109-113.
[8] Kang X D, Li S T, Jon A B. Feature extraction of hyperspectral images with image fusion and recursive filtering［J］. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(6): 3742-3752.
[9] Stefanou M S, Kerekes J P. A method for assessing spectral image utility［J］. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(6): 1698-1706.
[10] Yuan Y, Wang Q, Zhu G K. Fasthyperspectral anomaly detection via high-order 2-D crossing filter［J］. IEEE Transactions on Geoscience and Remote Sensing, 2014, 53(2): 620-630.
杨桄, 向英杰, 王琪, 田张男. 基于选择性分段行-列二维主成分分析的高光谱图像异常检测[J]. 激光与光电子学进展, 2018, 55(8): 081002. Yang Guang, Xiang Yingjie, Wang Qi, Tian Zhangnan. Anomaly Detection Based on Selective Segmentation Row-Column Two-Dimensional Principal Component Analysis for Hyperspectral Images[J]. Laser & Optoelectronics Progress, 2018, 55(8): 081002.
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