2 papers
cs.CV2026
Geo-Embed: Towards Unified Multimodal Embeddings for Urban Understanding
Jiapeng Li, Yong Li, Junjie Zhou +2
Geospatial and urban applications increasingly require models to compare heterogeneous evidence across street-view imagery, remote-sensing observations, text descriptions, region p…
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…