Abstract: Highlights•The LND detection applying the structured graphical model.•The polygon-constrained PSL detection.•The PSL matching equipped with the new graph descriptor called landmark context.•The structured subject-specific parameter estimation for PSL matching.•The LND error prediction to adapt the PSL matching.
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