A new algorithm on hyperspectral image fusion based on the harmonic analysis

Zhongguo Kuangye Daxue Xuebao/Journal of China University of Mining and Technology

Volumn 43, Issue 3, 2014, Pages 547-553

  Yang, Keming ^a   Zhang, Tao ^a   Wang, Libo ^a   Qian, Xiaoli ^a   Liu, Shiwen ^a   Wang, Linwei ^a  

^a CHINA UNIVERSITY OF MINING AND TECHNOLOGY   (China)

Author keywords

Harmonic analysis; Hyperspectral remote sensing; Image fusion; Universality validation

Indexed keywords

HARMONIC ANALYSIS; IMAGE FUSION; IMAGE RESOLUTION; REMOTE SENSING; SPECTROSCOPY;

HIGH SPATIAL RESOLUTION; HYPER-SPECTRAL IMAGES; HYPERSPECTRAL IMAGE FUSIONS; HYPERSPECTRAL IMAGE PROCESSING; HYPERSPECTRAL REMOTE SENSING; INVERSE TRANSFORMATIONS; SPECTRAL INFORMATION; UNIVERSALITY VALIDATION;

ALGORITHMS;

EID: 84902079970     PISSN: 10001964     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (22)

1. LI H, MANJUNATH B S, MITRA S K. Multi-sensor image fusion using the wavelet transform [J]. Graphical Models and Image Processing, 1995, 57(3): 235-245.
2. CAO Min, BIAN Zhengfu. Lifting wavelet fusion based ALOS image land cover classification [J]. Journal of China University of Mining & Technology, 2009, 38(5): 655-659.
3. DONG Guangjun, ZHANG Yongsheng, FAN Yonghong. Image fusion for hyperspectral date of PHI and high-resolution aerial image [J]. Journal of Infrared and Millimeter Waves, 2006, 25(2): 123-126.
4. ZHAO Chunhui, JI Yaxin. Fusion of hyperspectral images based on second generation curvelet transform and Pulse-Coupled Neural Networks [J]. Journal of Harbin Engineering University, 2008, 29(7): 729-734.
5. ZHANG Yifan, BACKER S D, SCHEUNDERS P. Noise-resistant wavelet-based bayesian fusion of multispectral and hyperspectral images [J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(11): 3834-3843.
6. NIEMANN K O, GOODENOUGH D G, MARCEAU D, et al. A practical alternative for fusion of hyperspectral data with high resolution imagery [J]. IEEE Geoscience and Remote Sensing Symposium Proceedings, 1998, 1: 174-176.
7. 2002: 90-92.
8. ZHU Weidong, LI Quanhai, XU Keke, et al. Hyperspectral remote sensing images fusion algorithm based on second generation Bandelet and PCA transform [J]. Journal of Tongji University: Natural Science, 2011, 39(7): 1068-1073.
9. JAKUBAUSKAS M E, LEGATES D R, KASTENS J H. Harmonic analysis of time-series AVHRR NDVI data [J]. Photogrammetric Engineering & Remote Sensing, 2001, 67(4): 461-470.
10. REN Zihui, QIU Runhe, ZHANG Yan. Formation of power system harmonic model of mine and design of harmonic filter for mine hoister [J]. Journal of China University of Mining & Technology, 2004, 33(1): 45-49.
11. ZHAO Zhikai, QIAN Jiansheng, CHENG Jian, et al. Manifold regularization based semi supervised regression on multivariate time series [J]. Journal of China University of Mining & Technology, 2011, 40(3): 492-498.
12. ZHU Shisong, WANG Yunjia, WEI Lianjiang. Gas monitoring warning signal identification based on time series similarity measure [J]. Journal of China University of Mining & Technology, 2012, 41(3): 474-480.
13. JAKUBAUSKAS M E, LEGATES D R, KASTENS J H. Crop identification using harmonic analysis of time-series AVHRR NDVI data [J]. Computers and Electronics in Agriculture, 2002, 37(1): 127-139.
14. LIANG Shouzhen, XING Qianguo, SHI Ping, et al. Harmonic analysis on NDVI time series of typical land covers in Shandong Province [J]. Chinese Journal of Ecology, 2011, 30(1): 59-65.
15. SAKAMOTO T, YOKOZAWA M, TORITANI H, et al. A crop phenology detection method using time-series MODIS data [J]. Remote Sensing of Environment, 2005, 96(3): 366-374.
16. BRADLEY B A, JACOB R W, HERMANCE J F, et al. A curve fitting procedure to derive inter-annual phenologies from time series of noisy satellite NDVI data [J]. Remote Sensing of Environment, 2007, 106(2): 137-145.
17. RAYNER J N. An Introduction to Spectral Analysis [M]. London: Pion Ltd, 1971: 15-21.
18. DAVIS J C. Statistics and Data Analysis in Geology: 2nd Edition [M]. New York: John Wiley & Sons, 1986: 23-34.
19. GEORGE J, WAKILEH G J, 2003: 4-13.
20. TAN Bingxiang, LI Zengyuan, CHEN Erxue, et al. Preprocessing of EO-1 Hyperion hyperspectral data [J]. Remote Sensing Information, 2005(6): 36-41.
21. CHEN Jianzhen, HE Chao, YUE Cairong. Atmospheric correction of an advance land imager (ALI) image based on the FLAASH module [J]. Journal of Zhejiang A & F University, 2011, 28(4): 590-596.
22. CHANDER G, MARKHAM B L, HELDER D L. Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors [J]. Remote Sensing of Environment, 2009, 113(5): 893-903.