3 papers
cs.CV2026
Leveraging Multimodal LLMs for Built Environment and Housing Attribute Assessment from Street-View Imagery
Siyuan Yao, Siavash Ghorbany, Kuangshi Ai +6
We present a novel framework for automatically evaluating building conditions nationwide in the United States by leveraging large language models (LLMs) and Google Street View (GSV…
cs.CV2026
FB-CLIP: Fine-Grained Zero-Shot Anomaly Detection with Foreground-Background Disentanglement
Ming Hu, Yongsheng Huo, Mingyu Dou +6
Fine-grained anomaly detection is crucial in industrial and medical applications, but labeled anomalies are often scarce, making zero-shot detection challenging. While vision-langu…
cs.CV2026
AdaptOVCD: Training-Free Open-Vocabulary Remote Sensing Change Detection via Adaptive Information Fusion
Mingyu Dou, Shi Qiu, Ming Hu +4
Remote sensing change detection plays a pivotal role in domains such as environmental monitoring, urban planning, and disaster assessment. However, existing methods typically rely…