Concepedia

Bridging optical and SAR satellite image time series via contrastive feature extraction for crop classification

Yuan Yuan, Lei Lin, Zeng-Guang Zhou, Houjun Jiang, Qingshan Liu

ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 71 citations · 50 references

Concepts

AgricultureAgronomyEarth SciencesCrop SensingRemote SensingTime Series AnalysisCrop ClassificationMulti-temporal Image AnalysisTime Series Feature EngineeringTime Series Feature ExtractionVegetation Change DetectionVegetation IndicesMulti-temporal Crop ClassificationRemote Sensing Crop ClassificationSatellite Crop MonitoringSatellite Image ClassificationSatellite Image Time Series AnalysisSupervised Crop ClassificationTime Series Crop Classification

References

50

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 25.7K citations

Computing, Computer Science, Computer Vision +15

Momentum Contrast for Unsupervised Visual Representation Learning

Kaiming He, Haoqi Fan, Yuxin Wu et al. · 2020 · 12K citations

Computing, Computer Science, Computer Vision +12

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun · IEEE Geoscience and Remote Sensing Letters · 2017 · 1.7K citations

Computing, Computer Science, Crop Sciences +17

Deep learning based multi-temporal crop classification

Liheng Zhong, Lina Hu, Hang Zhou · Remote Sensing of Environment · 2018 · 993 citations

Agriculture, Agronomy, Crop Sciences +11