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WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets and classifier for precise crop identification based on deep convolutional neural network with CRF

Yanfei Zhong, Xin Hu, Chang Luo, Xinyu Wang, Ji Zhao, Liangpei Zhang

2020Remote Sensing of Environment525 citationsDOI

Topics & Concepts

Hyperspectral imagingComputer scienceConvolutional neural networkArtificial intelligenceRemote sensingClassifier (UML)Spatial analysisContextual image classificationPattern recognition (psychology)Image resolutionRandom forestImage (mathematics)GeologyRemote-Sensing Image ClassificationRemote Sensing in AgricultureRemote Sensing and Land Use
WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets and classifier for precise crop identification based on deep convolutional neural network with CRF | Litcius