Concepedia

Harvesting the Landsat archive for land cover land use classification using deep neural networks: Comparison with traditional classifiers and multi-sensor benefits

Giorgos Mountrakis, Shahriar S. Heydari

ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 33 citations · 58 references

DOI

Concepts

References

58

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.1K citations

, , +13

Deep Learning: Methods and Applications

Li Deng, Dong Yu · Foundations and Trends® in Signal Processing · 2014 · 3.3K citations · Full text

Deep learning in remote sensing applications: A meta-analysis and review

Lei Ma, Yü Liu, Xueliang Zhang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 2.1K citations · Full text

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

Liangpei Zhang, Lefei Zhang, Bo Du · IEEE Geoscience and Remote Sensing Magazine · 2016 · 2.1K citations

, , +19

EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

Patrick Helber, Benjamin Bischke, Andreas Dengel et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019 · 1.5K citations

, , +22