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High Spatial Resolution and Hyperspectral Image Fusion

Year: 1390
COI: ICEE19_467
Language: EnglishView: 973
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Hassan Kousha - Faculty of Electrical and Computer Engineering, Tarbiat Modares University
Hassan Ghassemian


Efficient multi-resolution image fusion aims to take advantage of the high spectral resolution of hyperspectral images and high spatial resolution of panchromatic images simultaneously. This paper presents a multi-resolution data fusion scheme, based on our algorithm: Retina-Inspired-Model (RIM), and three algorithms: Gram-Schmidt, principal component and Colour-Normalized Transform. This allows to spatially enhancing the multispectral images, by adding the highresolution spatial features (extracted from the panchromatic image) to hyperspectral images. This technique finds application in Remotely sensed image interpretation. In this paper, the low resolution earth observation (EO) 1-hyperion hyperspectral images (with 30-m pixel size and 220 bands of 10nm spectral resolution) are spatially enhanced to the 10-m pixel size by fusing them with the 10-m ALI high-resolution PAN image. Results show it preserves more spectral features with less spatial distortion


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Kousha, Hassan and Ghassemian, Hassan,1390,High Spatial Resolution and Hyperspectral Image Fusion,19th Iranian Conference on Electric Engineering,Tehran,

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  • . Pohl, C. and Van Genderen, J .L."Multisensr image fusion ...
  • . Hassan Ghassemian, "Multisensor Image Fusion by Inverse Subband Coding ...
  • . Hassan Ghassemian, "A Retina Based M ulti-Resolution Image Fusion", ...
  • . A. Rashidi, H. Ghassemian, "A new Approach for Multi- ...
  • . Earth Resource Mapping Pty Ltd, "Gram Schmidt Transformation explained", ...
  • . _ _ pectral endmembe extraction by mult idimensional morphological ...
  • . _ _ _ _ Sensors, vol.9, pp. 3090-3108, ...
  • Statistical analysis: Quality assesment of the fiused images is a ...

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