Concepedia

FCD-R2U-net: Forest change detection in bi-temporal satellite images using the recurrent residual-based U-net

Ehsan Khankeshizadeh, Ali Mohammadzadeh, Armin Moghimi, Amin Mohsenifar

Earth Science Informatics · 2022 · 52 citations · 27 references

Concepts

Natural ResourcesEarth SciencesForestryComputer VisionLandscape Change DetectionRemote SensingChange DetectionForest Change DetectionLand Cover Change DetectionRemote Sensing Change DetectionSpatial Change DetectionVegetation Change DetectionChange Detection From Remote SensingChange Detection From Time SeriesForest Cover Change MappingLand Change DetectionSatellite Change DetectionSatellite Image Change DetectionVegetation Cover Change Detection

References

27

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · Lecture notes in computer science · 2018 · 9K citations · Full text

Computing, Biomedical Engineering, Radiology +11

The Laplacian Pyramid as a Compact Image Code

P.M.S. Burt, Edward H. Adelson · IRE Transactions on Communications Systems · 1983 · 6K citations

Arts, Computer Science, Computer Vision +16

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

Matthias Drusch, Umberto Del Bello, Stefane Carlier et al. · Remote Sensing of Environment · 2012 · 4.5K citations

Natural Sciences, Earth Sciences, Geoinformatics +10

Road Extraction by Deep Residual U-Net

Zhengxin Zhang, Qingjie Liu, Yunhong Wang · IEEE Geoscience and Remote Sensing Letters · 2018 · 3.1K citations · Full text

Computing, Computer Science, Computer Vision +14