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cs.CV2026
StreetTree: A Large-Scale Global Benchmark for Fine-Grained Tree Species Classification
Jiapeng Li, Yingjing Huang, Fan Zhang +1
The fine grained classification of street trees is a crucial task for urban planning, streetscape management, and the assessment of urban ecosystem services. However, progress in t…
cs.CV2025★ 3 cited
Learning Street View Representations with Spatiotemporal Contrast
Yong Li, Yingjing Huang, Gengchen Mai +1
Street view imagery is extensively utilized in representation learning for urban visual environments, supporting various sustainable development tasks such as environmental percept…