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Daniel Nugroho

Biographic Data

ID9415882
NAMEDaniel Nugroho
GIVEN NAMESDaniel
FAMILY NAMENugroho
SIGNATURENUGROHO D
AFFILIATIONSUniversity of Indonesia
ORCID0000-0003-2257-9853
VERIFIEDYes
TOTAL WORKS1
TOTAL CITATIONS0
WORKS AS AUTHOR1
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2022
LATEST PUBLICATION YEAR2022
H-INDEX0
  • Accuracy evaluation of convolutional neural network classification algorithms for building identification in rural and urban areas from very-high-resolution satellite imagery in Jambi, Indonesia

    Open Access•Daniel Nugroho, Muhammad Dimyati et al.•ARTICLE•Bulletin of Geography.…•2022

    Accurate land cover data are essential to a reliable decision-making process; therefore, researchers have turned to novel land cover classification algorithms employing machine learning on high-resolution satellite imagery to improve classification accuracy. The experiment presented in this paper aims to assess the accuracy performance of three patch-based, convolutional neural network architectures (LeNet, VGGNet, and XCeption) in classifying bu…

No prominent works on this page.

  • Accuracy evaluation of convolutional neural network classification algorithms for building identification in rural and urban areas from very-high-resolution satellite imagery in Jambi, Indonesia

    Open Access•Daniel Nugroho, Muhammad Dimyati et al.•ARTICLE•Bulletin of Geography.…•2022

    Accurate land cover data are essential to a reliable decision-making process; therefore, researchers have turned to novel land cover classification algorithms employing machine learning on high-resolution satellite imagery to improve classification accuracy. The experiment presented in this paper aims to assess the accuracy performance of three patch-based, convolutional neural network architectures (LeNet, VGGNet, and XCeption) in classifying bu…

Artificial Intelligence (1 work) · Cartography (1 work) · Computer Science (1 work) · Contextual image classification (1 work) · Convolutional neural network (1 work) · Data mining (1 work) · Data Mining and Machine Learning Applications (1 work) · Footprint (1 work) · Geography (1 work) · Land cover (1 work)

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