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A scale-aware pansharpening method with rolling guidance filter

  • Yanan Gao
  • , Xu Li
  • , Ang Gao
  • , Lixin Li
  • , Shigang Yue
  • Northwestern Polytechnical University Xian
  • University of Houston
  • University of Lincoln

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

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.

源语言英语
主期刊名2017 IEEE International Geoscience and Remote Sensing Symposium
主期刊副标题International Cooperation for Global Awareness, IGARSS 2017 - Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
5121-5124
页数4
ISBN(电子版)9781509049516
DOI
出版状态已出版 - 1 12月 2017
活动37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017 - Fort Worth, 美国
期限: 23 7月 201728 7月 2017

出版系列

姓名International Geoscience and Remote Sensing Symposium (IGARSS)
2017-July

会议

会议37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017
国家/地区美国
Fort Worth
时期23/07/1728/07/17

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