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Convolutional neural networks for hyperspectral image classification

Neurocomputing · 2016 · Vol. 219 · pp. 88–98
Shiqi YuSen JiaChunyan Xu
Remote-Sensing Image ClassificationRemote Sensing and Land UseAdvanced Image and Video Retrieval TechniquesHyperspectral imagingConvolutional neural networkComputer scienceArtificial intelligenceDiscriminative modelPattern recognition (psychology)PoolingDropout (neural networks)Benchmark (surveying)Image (mathematics)

Funding

  • National Natural Science Foundation of China
Citations
668
FWCI
54.57
field-weighted impact
References
51
Percentile
100%
vs. same field & year
Citations per year
References
On the mean accuracy of statistical pattern recognizers
IEEE Transactions on Information Theory · 1968 · 2,808 citations
Gradient-based learning applied to document recognition
Proceedings of the IEEE · 1998 · 57,014 citations
Classification of hyperspectral data from urban areas based on extended morphological profiles
IEEE Transactions on Geoscience and Remote Sensing · 2005 · 1,377 citations
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