Concepedia

Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture

Dino Ienco, Roberto Interdonato, Raffaele Gaetano, Dinh Ho Tong Minh

ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 320 citations · 58 references

Open access

Concepts

ComputingEarth SciencesGeoinformaticsMachine LearningRemote SensingSensor FusionDeep LearningLand Cover Change DetectionLand Cover ClassificationLand Cover MappingRemote Sensing Image AnalysisRemote Sensing ImageryDeep Learning-based Data FusionMulti-satellite Data FusionMulti-temporal Data FusionMulti-temporal Remote Sensing AnalysisMulti-temporal Satellite Image AnalysisSatellite Image Time Series AnalysisTime-series Land Cover Classification

References

58

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe · arXiv (Cornell University) · 2024 · 15.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Rectified Linear Units Improve Restricted Boltzmann Machines

Vinod Nair, Geoffrey E. Hinton · International Conference on Machine Learning · 2010 · 13.2K citations

Computing, Computer Science, Computer Vision +16

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · arXiv (Cornell University) · 2014 · 3.4K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

IEEE Geoscience and Remote Sensing Magazine · 2017 · 3K citations · Full text

Computing, Computer Science, Earth Sciences +15