Reducing remote sensing image and simplifying DEM data by the multi-band wavelet

C. Q. Zhu, Wen Zhong Shi, G. Wan

Research output: Journal article publicationJournal articleAcademic researchpeer-review

8 Citations (Scopus)

Abstract

The multi-band wavelet is a newly developed branch of wavelet analysis and is superior to the 2-band wavelet, in terms of symmetry and smoothness, for their applications. In this paper, we first discuss the basic theory and analyse the transformation properties of the multi-band wavelet. Next, we apply the multi-band wavelet for two applications: (a) reducing remote sensing images and (b) simplifying the digital elevation model (DEM). Two tests were carried out to assess the applications of the multi-band wavelet method. It is noticed that reduced remote sensing, by the multi-band wavelet method, contains much information and achieves a good appearance on structural feature. The result of the simplified DEM data, based on the multi-band wavelet, maintains not only the stable shape but also the digital elevation value transformed as similar to the original one.
Original languageEnglish
Pages (from-to)525-536
Number of pages12
JournalInternational Journal of Remote Sensing
Volume23
Issue number3
DOIs
Publication statusPublished - 10 Feb 2002

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)

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