The repository is linked to the article "Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image" published in ISPRS.
Zhang Y, Liu P, Biljecki F. Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 198: 153-168.
Table:
- SV: Tencent SV Data
- BDSV: Baidu SV Data
- OSM: OSM Data
- OSMSV: spatial relation between OSM and SV
- osmembd0516: Bert semantic calculating results