A scale-aware pansharpening method with rolling guidance filter

Yanan Gao, Xu Li, Ang Gao, Lixin Li, Shigang Yue

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Pansharpening technology has been an important tool in remote sensing applications. It aims at increasing the spatial resolution of multispectral (MS) image with the aid of panchromatic (PAN) image. A key point of pansharpening is spatial detail extraction and injection. Since MS and PAN images contain objects in different sizes and structures of various scales, scale-sensitive detail extraction is desired. In this paper, we present a scale-aware pansharpening method which uses rolling guidance filter to separate structure from details and injects the details through Gram-Schmidt transformation. The experimental results show that our proposed method can obtain high-quality sharpened results and outperforms some existing methods.

Original languageEnglish
Title of host publication2017 IEEE International Geoscience and Remote Sensing Symposium
Subtitle of host publicationInternational Cooperation for Global Awareness, IGARSS 2017 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages5121-5124
Number of pages4
ISBN (Electronic)9781509049516
DOIs
StatePublished - 1 Dec 2017
Event37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017 - Fort Worth, United States
Duration: 23 Jul 201728 Jul 2017

Publication series

NameInternational Geoscience and Remote Sensing Symposium (IGARSS)
Volume2017-July

Conference

Conference37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017
Country/TerritoryUnited States
CityFort Worth
Period23/07/1728/07/17

Keywords

  • Pansharpening
  • Rolling guidance filter
  • Scale-aware

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