EXTRACTION OF BUILT-UP AREAS USING CONVOLUTIONAL NEURAL NETWORKS AND TRANSFER LEARNING FROM SENTINEL-2 SATELLITE IMAGES

12 citations as recorded by crossref.

1. Urban–Rural Boundary Delineation Based on Population Spatialization: A Case Study of Guizhou Province, China H. Wang et al. https://doi.org/10.3390/su16051787
2. Extracting Urban Built-up Areas from Optical and Radar Data Fusion using Machine Learning Algorithms W. Woreket & G. Zeleke https://doi.org/10.1080/19479832.2024.2338736
3. A comparison of Sentinel-1 and Sentinel-2 in assessing flooded area and built-up land use: A case study of selected coastal districts in Andra Pradesh, India H. Gonuguntla et al. https://doi.org/10.35595/2414-9179-2020-2-26-421-435
4. Weakly-supervised domain adaptation for built-up region segmentation in aerial and satellite imagery J. Iqbal & M. Ali https://doi.org/10.1016/j.isprsjprs.2020.07.001
5. Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery C. Corbane et al. https://doi.org/10.1007/s00521-020-05449-7
6. Detecting and Assessing the Spatio-Temporal Land Use Land Cover Changes of Bahrain Island During 1986–2020 Using Remote Sensing and GIS S. Aljenaid et al. https://doi.org/10.1007/s41748-022-00315-z
7. F2BFE: development of feature-based building footprint extraction by remote sensing data and GEE H. Farhadi et al. https://doi.org/10.1080/01431161.2023.2255351
8. Urban built-up area extraction using triangle threshold algorithm and Naive Bayes classification model with multidata fusion Y. Li et al. https://doi.org/10.1038/s41598-025-23986-w
9. A Method for Fully Automatic Building Footprint Extraction From Remote Sensing Images J. Xiong et al. https://doi.org/10.1080/07038992.2022.2103397
10. NDVI Threshold-Based Urban Green Space Mapping from Sentinel-2A at the Local Governmental Area (LGA) Level of Victoria, Australia J. Aryal et al. https://doi.org/10.3390/land11030351
11. Extracting built-up areas from Sentinel-1 imagery using land-cover classification and texture analysis I. Holobâcă et al. https://doi.org/10.1080/01431161.2019.1608391
12. An STP-HSI index method for urban built-up area extraction based on multi-source remote sensing data L. Bu et al. https://doi.org/10.1098/rsos.220597