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Smart pansharpening approach using kernel‐based image filtering
Smart pansharpening approach using kernel‐based image filtering
- Source :
- IET Image Processing, Vol 15, Iss 11, Pp 2629-2642 (2021)
- Publication Year :
- 2021
- Publisher :
- Wiley, 2021.
-
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 :
- business.industry
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Pattern recognition
Image (mathematics)
QA76.75-76.765
Kernel (statistics)
Signal Processing
Photography
Computer Vision and Pattern Recognition
Artificial intelligence
Computer software
Electrical and Electronic Engineering
business
TR1-1050
Software
Subjects
Details
- Language :
- English
- ISSN :
- 17519659 and 17519667
- Volume :
- 15
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- IET Image Processing
- Accession number :
- edsair.doi.dedup.....d573da082299c0e1584c5de36273b1d0