标题：Pansharpening with a Guided Filter Based on Three-Layer Decomposition作者：Meng, Xiangchao; Li, Jie; Shen, Huanfeng; Zhang, Liangpei; Zhang,Hongyan

来源出版物：SENSORS卷：16 期：7 文献编号：1068 DOI：10.3390/s16071068 出版年：JUL 2016

摘要：State-of-the-art pansharpening methods generally inject the spatial structures of a high spatial resolution (HR) panchromatic (PAN) image into the corresponding low spatial resolution (LR) multispectral (MS) image by an injection model. In this paper, a novel pansharpening method with an edge-preserving guided filter based on three-layer decomposition is proposed. In the proposed method, the PAN image is decomposed into three layers: A strong edge layer, a detail layer, and a low-frequency layer. The edge layer and detail layer are then injected into the MS image by a proportional injection model. In addition, two new quantitative evaluation indices, including the modified correlation coefficient (MCC) and the modified universal image quality index (MUIQI) are developed. The proposed method was tested and verified by IKONOS, QuickBird, and Gaofen (GF)-1 satellite images, and it was compared with several of state-of-the-art pansharpening methods from both qualitative and quantitative aspects. The experimental results confirm the superiority of the proposed method.

入藏号：WOS:000380967000125

文献类型：Article

语种：English

作者关键词：pansharpening, guided filter, three-layer decomposition, panchromatic (PAN), multispectral (MS)

扩展关键词：IMAGE FUSION; SATELLITE IMAGES; ENHANCEMENT; RESOLUTION; TRANSFORM; QUALITY

通讯作者地址：

Shen, HF, Wuhan Univ, Sch Resource & Environm*Sci, Luoyu Rd, Wuhan 430079, Peoples R China.

Shen, HF, Capital Normal Univ, Beijing Adv Innovat Ctr Imaging Technol, Beijing 100048, Peoples R China.

Shen, HF, Collaborat Innovat Ctr Geospatial Technol, Luoyu Rd, Wuhan 430079, Peoples R China.

电子邮件地址：mengxc@whu.edu.cn; aaronleecool@hotmail.com; shenhf@whu.edu.cn; zlp62@whu.edu.cn; zhanghongyan@whu.edu.cn

地址：

[Meng, Xiangchao; Shen, Huanfeng] Wuhan Univ, Sch Resource & Environm Sci, Luoyu Rd, Wuhan 430079, Peoples R China.

[Li, Jie; Zhang, Liangpei; Zhang, Hongyan] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Luoyu Rd, Wuhan 430079, Peoples R China.

[Shen, Huanfeng] Capital Normal Univ, Beijing Adv Innovat Ctr Imaging Technol, Beijing 100048, Peoples R China.

[Shen, Huanfeng; Zhang, Liangpei; Zhang, Hongyan] Collaborat Innovat Ctr Geospatial Technol, Luoyu Rd, Wuhan 430079, Peoples R China.

研究方向：Chemistry; Electrochemistry; Instruments & Instrumentation

ISSN：1424-8220

影响因子：2.033