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- Title
Smart pansharpening approach using kernel‐based image filtering.
- Authors
Smadi, Ahmad AL; Yang, Shuyuan; Mehmood, Atif; Abugabah, Ahed; Wang, Min; Bashir, Muzaffar
- Abstract
Remote sensing image fusion plays important roles in numerous applications, including monitoring, metrology, and agriculture. Image fusion gathers essential information from several image sources and consolidates them into a single image called a fused image. The fused image involves relevant data, and it is more informative than any other images extracted from one source. This study proposed a pansharpening technique based on image filtering utilising a bilateral filter to generate high‐frequency details from panchromatic image. The various types of side window guided filters are employed to enhance the multispectral band from panchromatic image and then used these filters to adjust spatial data misfortune that happens when images are combined. Experimental results demonstrated that the proposed method provides consistent results concise with reported by the previous research in terms of subjective and objective assessments on remote sensing data.
- Subjects
REMOTE sensing; IMAGE fusion; HIGH resolution imaging; COMPUTER vision; IMAGE processing
- Publication
IET Image Processing (Wiley-Blackwell), 2021, Vol 15, Issue 11, p2629
- ISSN
1751-9659
- Publication type
Article
- DOI
10.1049/ipr2.12251