A bidimensional empirical mode decomposition method for fusion of multispectral and panchromatic remote sensing images

Weihua Dong, Xian'en Li, Xiangguo Lin, Zhilin Li

Research output: Journal article publicationJournal articleAcademic researchpeer-review

26 Citations (Scopus)

Abstract

This article focuses on the image fusion of high-resolution panchromatic and multispectral images. We propose a new image fusion method based on a Hue-Saturation-Value (HSV) color space model and bidimensional empirical mode decomposition (BEMD), by integrating high-frequency component of panchromatic image into multispectral image and optimizing the BEMD in decreasing sifting time, simplifying extrema point locating and more efficient interpolation. This new method has been tested with a panchromatic image (SPOT, 10-m resolution) and a multispectral image (TM, 28-m resolution). Visual and quantitative assessment methods are applied to evaluate the quality of the fused images. The experimental results show that the proposed method provided superior performance over conventional fusion algorithms in improving the quality of the fused images in terms of visual effectiveness, standard deviation, correlation coefficient, bias index and degree of distortion. Both five different land cover types WorldView-II images and three different sensor combinations (TM/SPOT, WorldView-II, 0.5 m/1 m resolution and IKONOS, 1 m/4 m resolution) validated the robustness of BEMD fusion performance. Both of these results prove the capability of the proposed BEMD method as a robust image fusion method to prevent color distortion and enhance image detail.
Original languageEnglish
Pages (from-to)8446-8467
Number of pages22
JournalRemote Sensing
Volume6
Issue number9
DOIs
Publication statusPublished - 1 Jan 2014
Externally publishedYes

Keywords

  • Bidimensional empirical mode decomposition
  • Image fusion
  • Multispectral image
  • Panchromatic image
  • Visual and quantitative analysis

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)

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