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ISPRS Int. J. Geo-Inf. 2012, 1(3), 228-241; doi:10.3390/ijgi1030228
Article

Satellite Image Pansharpening Using a Hybrid Approach for Object-Based Image Analysis

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Received: 3 August 2012; in revised form: 25 September 2012 / Accepted: 9 October 2012 / Published: 16 October 2012
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Abstract: Intensity-Hue-Saturation (IHS), Brovey Transform (BT), and Smoothing-Filter-Based-Intensity Modulation (SFIM) algorithms were used to pansharpen GeoEye-1 imagery. The pansharpened images were then segmented in Berkeley Image Seg using a wide range of segmentation parameters, and the spatial and spectral accuracy of image segments was measured. We found that pansharpening algorithms that preserve more of the spatial information of the higher resolution panchromatic image band (i.e., IHS and BT) led to more spatially-accurate segmentations, while pansharpening algorithms that minimize the distortion of spectral information of the lower resolution multispectral image bands (i.e., SFIM) led to more spectrally-accurate image segments. Based on these findings, we developed a new IHS-SFIM combination approach, specifically for object-based image analysis (OBIA), which combined the better spatial information of IHS and the more accurate spectral information of SFIM to produce image segments with very high spatial and spectral accuracy.
Keywords: pansharpening; image segmentation; object-based image analysis; image segmentation evaluation; GEOBIA; OBIA; GeoEye-1; high resolution imagery pansharpening; image segmentation; object-based image analysis; image segmentation evaluation; GEOBIA; OBIA; GeoEye-1; high resolution imagery
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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MDPI and ACS Style

Johnson, B.A.; Tateishi, R.; Hoan, N.T. Satellite Image Pansharpening Using a Hybrid Approach for Object-Based Image Analysis. ISPRS Int. J. Geo-Inf. 2012, 1, 228-241.

AMA Style

Johnson BA, Tateishi R, Hoan NT. Satellite Image Pansharpening Using a Hybrid Approach for Object-Based Image Analysis. ISPRS International Journal of Geo-Information. 2012; 1(3):228-241.

Chicago/Turabian Style

Johnson, Brian A.; Tateishi, Ryutaro; Hoan, Nguyen T. 2012. "Satellite Image Pansharpening Using a Hybrid Approach for Object-Based Image Analysis." ISPRS Int. J. Geo-Inf. 1, no. 3: 228-241.

ISPRS Int. J. Geo-Inf. EISSN 2220-9964 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert