Effects of the intervals of tie points used in co-registration on the accuracy of digital elevation models generated by INSAR

Weibao Zou, Zhilin Li, Xiaoli Ding

Research output: Journal article publicationJournal articleAcademic researchpeer-review

6 Citations (Scopus)

Abstract

Interferometric Synthetic Aperture Radar (InSAR) is a new measurement technology, making use of the phase information contained in Synthetic Aperture Radar (SAR) images. InSAR has been recognised as a potential tool for the generation of digital elevation models (DEMs) and the measurement of ground surface deformation. In InSAR data processing for the generation of DEMs, the first step is image co-registration, which brings both images into the same coordinate system for the generation of an interferogram for further processing. The accuracy of the resultant DEM will certainly be affected by the quality of the co-registration, which is in turn affected by the set of tie points used and some other factors. In this study, only the interval of tie points is considered. This means that other factors are kept unchanged. Four pairs of SAR images with size of 1760×400 pixels were used for testing. The effects are assessed by a relative measure for the quality of the resultant interferogram and an absolute measure for the accuracy of the resultant DEM. Results show that the effect of tie point interval on the accuracy of the final DEM is not linear. When the tie point interval is smaller than 273×44 pixels (273 pixels in row and 44 pixels in column), the variation in the resultant DEM accuracy is not significant. It is also noticeable that an interval of 205 × 34 pixels always results in the best or very good results. Therefore, it seems that an interval of around 200 × 30 pixels (200 pixels in row and 30 pixels in column) is an appropriate choice for the selection of tie points for image co-registration in hilly areas. Journal Compilation 2006 The Remote Sensing and Photogrammetry Society and Blackwell Publishing Ltd.
Original languageEnglish
Pages (from-to)232-254
Number of pages23
JournalPhotogrammetric Record
Volume21
Issue number115
DOIs
Publication statusPublished - 1 Sep 2006

Keywords

  • Co-registration
  • Digital elevation model
  • InSAR
  • Interferogram
  • Tie point interval

ASJC Scopus subject areas

  • Earth and Planetary Sciences (miscellaneous)
  • Computers in Earth Sciences
  • Computer Science Applications
  • Engineering (miscellaneous)

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