3 papers
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.AI2026
SpotAgent: Grounding Visual Geo-localization in Large Vision-Language Models through Agentic Reasoning
Furong Jia, Ling Dai, Wenjin Deng +4
Large Vision-Language Models (LVLMs) have demonstrated strong reasoning capabilities in geo-localization, yet they often struggle in real-world scenarios where visual cues are spar…
cs.CV2025
Towards Interpretable Geo-localization: a Concept-Aware Global Image-GPS Alignment Framework
Furong Jia, Lanxin Liu, Ce Hou +3
Worldwide geo-localization involves determining the exact geographic location of images captured globally, typically guided by geographic cues such as climate, landmarks, and archi…