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S1TBX-SE-10 Joint coregistration approach for large TOPS-stacks

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Description

TOPS coregistration requires an accuracy of 1 millipixel. The standard approach is to first coregister images based on a DEM, and subsequently refine the shifts using incoherent cross correlations and spectral methods, such as enhanced spectral diversity (ESD). The current version of SNAP/S1TBX provides support for azimuth offset estimation based on ESD. However, the method is applied w.r.t. a single master image, which is likely to fail for long stacks (usually highly affected by temporal decorrelation). This enhancement will apply the ESD method to all possible interferometric pairs (master-slave and slave-slave combinations). Note that, unlike the multi-master network defined for S1TBX-SE-2, the ESD network only operates on TOPS burst overlaps, which reduces the computational cost and allows for automating the process with minimal user interaction. For example, the user could specify a maximum temporal baseline and let the algorithm decide which remaining pairs to take based on coherence.

Intermediate (internal) deliverables (this planning may be adjusted):

  • Sprint 1 (done):

    • Improve ESD operator so that it uses a periodogram-based estimation of the azimuth shift (see "Coregistration of Interferometric Stacks
      of Sentinel-1 TOPS Data, EEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 14, NO. 7, JULY 2017").

  • Sprint 2 (done):

    • Test and demonstrate improvement of periodogram-based estimator.

    • New workflow design for joint coregistration.

  • Sprint 3 (done):

    • Further test periodogram-based estimator in selected areas (according to users' reports on the forum).

    • Finish first version of joint coregistration (something that works, even if the workflow is not yet ideal).

  • Sprint 4 (done):

    • Improve workflow.

    • Update standard processing graphs.

  • Sprint 5 (done):

    • More test results (e.g., different areas).

    • Improve performance.

    • Improve documentation.

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Created 3 January 2020 at 09:35
Updated 10 February 2023 at 14:56
Resolved 10 February 2023 at 14:47

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esteban.aguilera17 June 2020 at 19:28

You can find all the work related to this ticket here:


Lisa House9 January 2020 at 21:18

Added description from contract

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