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SPARSITY-DRIVEN DIGITAL TERRAIN MODEL EXTRACTION

Nar, Fatih; Yilmaz, Erdal; Camps-Valls, Gustau


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{
  "URL": "https://aperta.ulakbim.gov.tr/record/29071", 
  "abstract": "We here introduce an automatic Digital Terrain Model (DTM) extraction method. The proposed sparsity-driven DTM extractor (SD-DTM) takes a high-resolution Digital Surface Model (DSM) as an input and constructs a high-resolution DTM using the variational framework. To obtain an accurate DTM, an iterative approach is proposed for the minimization of the target variational cost function. Accuracy of the SD-DTM is shown in a real-world DSM data set. We show the efficiency and effectiveness of the approach both visually and quantitatively via residual plots in illustrative terrain types.", 
  "author": [
    {
      "family": "Nar", 
      "given": " Fatih"
    }, 
    {
      "family": "Yilmaz", 
      "given": " Erdal"
    }, 
    {
      "family": "Camps-Valls", 
      "given": " Gustau"
    }
  ], 
  "id": "29071", 
  "issued": {
    "date-parts": [
      [
        2018, 
        1, 
        1
      ]
    ]
  }, 
  "title": "SPARSITY-DRIVEN DIGITAL TERRAIN MODEL EXTRACTION", 
  "type": "paper-conference"
}
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