Urban tree species classification using UAV-based multi-sensor data fusion and machine learning
| Autor: | Maitiniyazi Maimaitijiang, Sean Hartling, Vasit Sagan |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Computer science
business.industry ComputerApplications_COMPUTERSINOTHERSYSTEMS Antenna diversity Machine learning computer.software_genre Sensor fusion ComputingMethodologies_ARTIFICIALINTELLIGENCE Random forest Task (project management) Support vector machine Urban tree Remote sensing (archaeology) Species classification General Earth and Planetary Sciences ComputerSystemsOrganization_SPECIAL-PURPOSEANDAPPLICATION-BASEDSYSTEMS Artificial intelligence business computer |
| Zdroj: | GIScience & Remote Sensing. 58:1250-1275 |
| ISSN: | 1943-7226 1548-1603 |
| Popis: | Urban tree species classification is a challenging task due to spectral and spatial diversity within an urban environment. Unmanned aerial vehicle (UAV) platforms and small-sensor technology are ra... |
| Databáze: | OpenAIRE |
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