Co-registration between PAN and MS bands using sensor modeling and image matching

Chang No Lee, Jae Hong Oh

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

High-resolution satellites such as Kompsat-3 and CAS-500 include optical cameras of MS (Multispectral) and PAN (Panchromatic) CCD (Charge Coupled Device) sensors installed with certain offsets. The offsets between the CCD sensors produce geometric discrepancy between MS and PAN images because a ground target is imaged at slightly different times for MS and PAN sensors. For precise pan-sharpening process, we propose a co-registration process consisting the physical sensor modeling and image matching. The physical sensor model enables the initial co-registration and the image matching is carried out for further refinement. An experiment with Kompsat-3 images produced RMSE (Root Mean Square Error) 0.2pixels level of geometric discrepancy between MS and PAN images.

Original languageEnglish
Pages (from-to)13-21
Number of pages9
JournalJournal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
Volume39
Issue number1
DOIs
StatePublished - 2021

Keywords

  • Co-registration
  • Image Matching
  • Pan-sharpening
  • Sensor Modeling

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