Improving spectral quality of IHS-Pansharpening result by integrating equalization process using SVE-DWT for satellite imagery data

  • Dhanu Prihantoro Trijayanto
  • , Handayani Tjandrasa

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Remote Sensing satellite such as WorldView-4 has limitations in producing images that have advantages on both spectral and spatial resolution. This problem makes it necessary to divide the images into high spectral resolution multispectral (MS) and high spatial resolution panchromatic (PAN) images. The method of image fusing such as intensity-hue-saturation (IHS) pansharpening causes spectral distortion. This drawback is caused by overusing the pixel values from a PAN image. In this study, a new method was proposed that integrating IHS-pansharpening with Singular Value Equalization (SVE) as equalization process and Discrete Wavelet Transform (DWT) for preserving edge and detail information of the PAN image. The SVE method equalizes values on PAN images by intensity values in the IHS transformation process. The spectral quality produced from the proposed method shows the superiority to the original method when tested using spectral quality metrices like: RMSE, Spectral Angle Mapper (SAM) and Relative Dimensionless Synthesis Global Error (ERGAS).

Original languageEnglish
Title of host publicationProceedings of 2019 International Conference on Information and Communication Technology and Systems, ICTS 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages187-192
Number of pages6
ISBN (Electronic)9781728121338
DOIs
Publication statusPublished - Jul 2019
Event12th International Conference on Information and Communication Technology and Systems, ICTS 2019 - Surabaya, Indonesia
Duration: 18 Jul 2019 → …

Publication series

NameProceedings of 2019 International Conference on Information and Communication Technology and Systems, ICTS 2019

Conference

Conference12th International Conference on Information and Communication Technology and Systems, ICTS 2019
Country/TerritoryIndonesia
CitySurabaya
Period18/07/19 → …

Keywords

  • DWT
  • IHS-Pansharpening
  • Remote Sensing
  • SVE

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