# Automated Road and Building Extraction

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/automated-road-and-building-extraction-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 104,774 |
| Description | This cluster of papers focuses on the automatic extraction of road networks from remote sensing images, utilizing techniques such as deep learning, high-resolution imagery, and GPS traces. The research covers areas such as GIS update, aerial images, urban road networks, and map inference, with a particular emphasis on the application of these methods to road extraction. |
| Domain | Physical Sciences |
| Field | Engineering |
| OpenAlex ID | https://openalex.org/T13282 |
| Works | 12,192 |

## Topic researchers

Showing 12 of 20.

- [Geoffrey E. Hinton](https://scholariq.org/researchers/geoffrey-e-hinton/)
- [Xiaogang Wang](https://scholariq.org/researchers/xiaogang-wang/)
- [Dacheng Tao](https://scholariq.org/researchers/dacheng-tao/)
- [Hari Balakrishnan](https://scholariq.org/researchers/hari-balakrishnan/)
- [Dragomir Anguelov](https://scholariq.org/researchers/dragomir-anguelov/)
- [Alexei A. Efros](https://scholariq.org/researchers/alexei-a-efros/)
- [Jon Kleinberg](https://scholariq.org/researchers/jon-kleinberg/)
- [Yi Yang](https://scholariq.org/researchers/yi-yang/)
- [Jiaya Jia](https://scholariq.org/researchers/jiaya-jia/)
- [Chunhua Shen](https://scholariq.org/researchers/chunhua-shen/)
- [Wolfram Burgard](https://scholariq.org/researchers/wolfram-burgard/)
- [Hans‐Peter Kriegel](https://scholariq.org/researchers/hans-peter-kriegel/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.