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Remote Sensing Based Building Extraction by Mohammad Awrangjeb

Remote Sensing Based Building Extraction

by Mohammad Awrangjeb
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Book cover type: Paperback
  • ISBN13: 9783039283828
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Mdpi AG
  • Publisher Imprint: Mdpi AG
  • Publication Date:
  • Pages: 442
  • Original Price: GBP 76.0
  • Language: English
  • Edition: N/A
  • Item Weight: 944 grams
  • BISAC Subject(s): Earth Sciences / General

Building extraction from remote sensing data plays an important role in urban planning, disaster management, navigation, updating geographic databases, and several other geospatial applications. Even though significant research has been carried out for more than two decades, the success of automatic building extraction and modeling is still largely impeded by scene complexity, incomplete cue extraction, and sensor dependency of data. Most recently, deep neural networks (DNN) have been widely applied for high classification accuracy in various areas including land-cover and land-use classification. Therefore, intelligent and innovative algorithms are needed for the success of automatic building extraction and modeling. This Special Issue focuses on newly developed methods for classification and feature extraction from remote sensing data for automatic building extraction and 3D

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