Extraction and calculation of roadway area from satellite images using improved deep learning model and post-processing

HIGHLIGHTS

  • who: Varun Yerram and colleagues from the Department of Electronics and Electrical Engineering, Indian Institute of Technology Guwahati, Department of Information Education, Aichi University of Education, Kariya, Japan have published the Article: Extraction and Calculation of Roadway Area from Satellite Images Using Improved Deep Learning Model and Post-Processing, in the Journal: (JOURNAL)
  • what: The authors propose an extensive post-processing method that outperforms the previous methods combined with the deep learning architectures. The paper introduces a denser U-net model with more skip connections. The authors focus on the aerial-to-map dataset in . . .

     

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