Hyperspectral Remote Sensing Data Recovery Via Adaptive Window Matching Method

被引：1

作者：

Zeng, Yiliang ^{[1
]}

Lan, Jinhui ^{[1
]}

Han, Chuanzhao ^{[2
]}

Jiang, Libo ^{[1
]}

Shi, Xuefei ^{[1
]}

机构：

[1] Univ Sci & Technol Beijing, Dept Instrument Sci & Technol, Sch Automat & Elect Engn, Beijing 100083, Peoples R China

[2] Beijing Inst Remote Sensing Informat, Beijing 100192, Peoples R China

来源：

INTERNATIONAL JOURNAL OF ONLINE ENGINEERING | 2015年 / 11卷 / 01期

基金：

国家高技术研究发展计划(863计划); 中国国家自然科学基金;

关键词：

hyperspectral; data recovery; adaptive matching; wavelet analysis;

D O I：

10.3991/ijoe.v11i1.4235

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

HJ-1A satellite is often used to monitor environmental disaster and plays an important role in environmental changes. Because of the affection of various factors, certain band of HJ-1A hyperspectral remote sensing data is severe loss or distortion, which brings great difficulties for subsequent quantitative processing. A novel adaptive window matching algorithm, which can adjust intelligently size of matching window according to different local feature information of the image, is proposed for HJ-1A satellite hyperspectral data recovery in this paper. The results show that the adaptive matching algorithm has a more superior performance than other algorithms in image quality index, column mean curve, and image correlation coefficient.

引用

页码：39 / 45

页数：7

共 15 条

[1] Hyperspectral Imagery Denoising Using a Spatial-Spectral Domain Mixing Prior [J].

Chen, Shao-Lin ;

Hu, Xi-Yuan ;

Peng, Si-Long .

JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2012, 27 (04) :851-861

[2] Striping removal in MOS-B data [J].

Corsini, G ;

Diani, M ;

Walzel, T .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2000, 38 (03) :1439-1446

[3]

CRIPPEN RE, 1989, PHOTOGRAMM ENG REM S, V55, P327

[4] Denoising of multicomponent images using wavelet least-squares estimators [J].

De Backer, Steve ;

Pizurica, Aleksandra ;

Huysmans, Bruno ;

Philips, Wilfried ;

Scheunders, Paul .

IMAGE AND VISION COMPUTING, 2008, 26 (07) :1038-1051

[5] Destriping multisensor imagery with moment matching [J].

Gadallah, FL ;

Csillag, F ;

Smith, EJM .

INTERNATIONAL JOURNAL OF REMOTE SENSING, 2000, 21 (12) :2505-2511

[6] DESTRIPING LANDSAT MSS IMAGES BY HISTOGRAM MODIFICATION [J].

HORN, BKP ;

WOODHAM, RJ .

COMPUTER GRAPHICS AND IMAGE PROCESSING, 1979, 10 (01) :69-83

[7] SMOOTHED HISTOGRAM-MODIFICATION FOR IMAGE-PROCESSING [J].

KAUTSKY, J ;

NICHOLS, NK ;

JUPP, DLB .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1984, 26 (03) :271-291

[8] Denoising of Hyperspectral Images Using the PARAFAC Model and Statistical Performance Analysis [J].

Liu, Xuefeng ;

Bourennane, Salah ;

Fossati, Caroline .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (10) :3717-3724

[9]

Lu Wei, 2005, J I SURVEYING MAPPIN, V22, P11

[10] Noise reduction of hyperspectral imagery using hybrid spatial-spectral derivative-domain wavelet shrinkage [J].

Othman, H ;

Qian, SE .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2006, 44 (02) :397-408

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