ROOF TYPE SELECTION BASED ON PATCH-BASED CLASSIFICATION USING DEEP LEARNING FOR HIGH RESOLUTION SATELLITE IMAGERY

11 citations as recorded by crossref.

1. Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification K. Bittner et al. 10.3390/rs11111262
2. Semi-automatic roof modelling from indoor laser-acquired data R. Otero et al. 10.1016/j.autcon.2022.104130
3. A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes Q. Li et al. 10.1109/TGRS.2024.3369723
4. Roof Shape Classification from LiDAR and Satellite Image Data Fusion Using Supervised Learning J. Castagno & E. Atkins 10.3390/s18113960
5. Roof type classification with innovative machine learning approaches N. Ölçer et al. 10.7717/peerj-cs.1217
6. A Novel Deep Learning Based Classification of Building Roof Types Using Point Cloud Data M. Yildirim & F. Karsli 10.1007/s12524-024-01986-z
7. Fusion of multispectral imagery and LiDAR data for roofing materials and roofing surface conditions assessment M. Norman et al. 10.1080/01431161.2020.1754493
8. Ming and Qing Dynasty Official-Style Architecture Roof Types Classification Based on the 3D Point Cloud Y. Dong et al. 10.3390/ijgi10100650
9. Automatic 3-D Building Model Reconstruction from Very High Resolution Stereo Satellite Imagery T. Partovi et al. 10.3390/rs11141660
10. Towards open-source LOD2 modelling using convolutional neural networks H. Muftah et al. 10.1007/s40808-021-01159-8
11. Large-Scale LoD2 Building Modeling using Deep Multimodal Feature Fusion F. Soleimani Vostikolaei & S. Jabari 10.1080/07038992.2023.2236243