ML4WX

Observations & remote sensing

Using Vision Transformers for Spatial-Context-Aware Rain and Road Surface Condition Detection on Freeways

Amr Abdelraouf, Mohamed A. Abdel-Aty, Yina Wu

IEEE Transactions on Intelligent Transportation Systems ·

Paper

In one sentence. Vision Transformers with spatial self-attention detect rain and road surface wetness from freeway CCTV cameras, reaching 96.7% and 98.1% F1.

Labels

Topic
Observations & remote sensing, Applications & impacts
Type
New model or method
Method
Transformer / ViT
Domain
Local / station
Data
Other
Status
Research
Identifiers
DOI:10.1109/tits.2022.3150715 OpenAlex:W4213052444
Added
2026-10-22

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