Research on Fusion Approach for Hyperspectral Image and Multispectral Image of HJ-1A

Abstract:

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The vacancy of hyperspectral image (HSI) in China is made up by HJ-1A satellite, which makes more study and application possible. But comparing with other HSI, low spatial resolution turns into a big limiting obstacle for application. In order to improve the HSI quality and make full use of the existing RS data, this paper proposed a fusion approach basing on 3D wavelet transform (3D WT) to fusing HJ-1A HSI and Multispectral image (MSI) using their 3D structure. Contrasting with the principal component transform (PCA) and Gram-Schmidt fusion approach, which are mature at present, 3D WT fusion approach use all bands of MSI to its advantage and the fusion result perform better in both spatial and spectral quality.

Info:

Periodical:

Advanced Materials Research (Volumes 356-360)

Edited by:

Hexing Li, Qunjie Xu and Daquan Zhang

Pages:

2897-2903

DOI:

10.4028/www.scientific.net/AMR.356-360.2897

Citation:

F. F. Guo et al., "Research on Fusion Approach for Hyperspectral Image and Multispectral Image of HJ-1A", Advanced Materials Research, Vols. 356-360, pp. 2897-2903, 2012

Online since:

October 2011

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Price:

$38.00

[1] Guangjun Dong, Yongsheng Zhang, Yonghong Fan: J. Infrared Millim Waves Vol. 25(2006), pp.123-126.

[2] Yongling Wong, Qingjiu Tian: Remote Sensing Information Vol. 3(2003), pp.49-54.

[3] Sheng Zhang, Chunsan Zhao, Huang Yang, Yongtian Chen: Remote Sensing Information Vol. (2007), pp.56-60.

[4] G. Shaw, D. Manolakis: IEEE Signal Proc Mag Vol. 19(2002), pp.12-16.

[5] Weiwei Chang, Lei Guo, Chaoyang Fu, Kun Liu: J. Infrared Millim Waves Vol. (2010), pp.205-209.

[6] Qing Xu: Technology of RS Image Fusion and Resolution Enhancement (Science Press, Beijing, 2007).

[7] Youqu Chang, Qiao Zhao, Yongjian Nian: Computer Engineering and Applications Vol. (2010), pp.184-186.

[8] Yang Dai, Xin Chen, Gang Li: Journal Press of China Medical Devices Vol. (2010), pp.29-31.

[9] Jing Wen, Yefei Han: Computer Engineering Vol. (2010), pp.239-240.

[10] Wenwen Wang, Senlin Zhang: Journal of Textile Research Vol. (2004), pp.81-84.

[11] Yifan Zhang: Research on the Multispectral Remote Sensing Image Fusion Technology, doctor, Northwestern Polytechnical University, (2007).

[12] Xiangnan Liu: GIS Spatial Analysis Theory And Method(Science Press, Beijing, 2008).

[13] Shengxiang Xu, Yunqing Xu: Computer Systerm & Application Vol. 11(2007), pp.91-95.

[14] Xinliang Li, Shuhe Zhao, Changqing Ke, Kaiyu Guan: Remote Sensing Technology and Applicaton Vol. (2007), pp.460-465.

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