Deep Learning-Based Semantic Segmentation of Urban Features in Satellite Images: A Review and Meta-Analysis

Neupane, Bipul, Horanont, Teerayut, Aryal, Jagannath·2021·Remote Sensing
DOI 10.3390/rs13040808

Cited by (246)

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  57. A Review of various Architectures for Image Segmentation
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  60. Deep learning processing of remotely sensed multi-spectral images
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    Yanlan Liu, Yixi Zhai, Liqing Chu, Dandan Wang, Yufei Wu · 2025 · Applied Artificial Intelligence
  62. Deep learning applications on satellite imagery datasets for nuclear nonproliferation and counter-proliferation
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