Concepedia

Joint Deep Learning for land cover and land use classification

Ce Zhang, Isabel Sargent, Xin Pan, Huapeng Li, Andy Gardiner, Jonathon Hare, Peter M. Atkinson

Remote Sensing of Environment · 2018 · 472 citations · 59 references

Open access

Concepts

ComputingComputer ScienceGeoinformaticsGeospatial Artificial IntelligenceMachine LearningRemote SensingDeep LearningLand Cover Change DetectionLand Cover ClassificationLand Cover MappingLand UseLandscape ClassificationDeep Feature LearningDeep Learning-based ClassificationLand Cover Classification SchemesLand Surface Classification

References

59

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Object based image analysis for remote sensing

Thomas Blaschke · ISPRS Journal of Photogrammetry and Remote Sensing · 2009 · 4.4K citations · Full text

Computing, Earth Sciences, Geoinformatics +17

Good practices for estimating area and assessing accuracy of land change

Pontus Olofsson, Giles M. Foody, Martin Herold et al. · Remote Sensing of Environment · 2014 · 2.9K citations · Full text

Planning, Geoinformatics, Land-use Planning +14

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Yushi Chen, Hanlu Jiang, Chunyang Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 2.9K citations

Computing, Computer Science, Computer Vision +16

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

IEEE Transactions on Geoscience and Remote Sensing · 2017 · 2.1K citations · Full text

Computing, Computer Science, Computer Vision +15