Elevation-Controlled block adjustment for weakly convergent satellite images

Liang Chien Chen*, Tee-Ann Teo, Chao Yuan Lo

*Corresponding author for this work

Research output: Contribution to journalConference articlepeer-review

2 Scopus citations

Abstract

In order to acquire the largest possible coverage for environmental monitoring, small overlapping for satellite images is often the case. Hence, the traditional 3-D bundle adjustment as used in photogrammetry may not be directly employed for orientation modeling. In this investigation, we compare three approaches of block adjustment methods for satellite images that are with weak convergent geometry by using Digital Elevation Model (DEM) as an elevation control. The first one is a revised version of traditional bundle adjustment. The second one is based on the direct georeferencing approach. The third one is a rational function model (RFM) with sensor-oriented rational polynomial coefficients (RPC). These approaches integrate the collocation technique to improve the positioning accuracy. In the bundle adjustment, we calculate the orientation parameters by using the collinearity equations. Meanwhile, the DEM is used as an elevation control. Then, we collocate the orientation parameters by using least squares filtering. For the direct georeferencing, we adjust the orientation parameters from the satellite's ephemeris data, then, we calculate the error vectors for each tie point using DEM and refine the orientation parameters using the least squares filtering. In the implementation of elevation control in RFM, the block adjustment deals with the coordinate transformation and the observation equations of 3-D ground coordinates. In the adjustment, an iterative procedure is employed to combine the adjustment with DEM elevation control. The experimental results indicate that the proposed method using DEM as elevation control could significantly improve the geometric accuracy as well as the geometric discrepancies.

Original languageEnglish
Pages (from-to)761-767
Number of pages7
JournalInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
Volume37
StatePublished - 1 Jan 2008
Event21st Congress of the International Society for Photogrammetry and Remote Sensing, ISPRS 2008 - Beijing, China
Duration: 3 Jul 200811 Jul 2008

Keywords

  • Bundle adjustment
  • Georeferencing
  • Orientation
  • Orthorectification
  • Rational function model

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