activity
20232026
most citedBuilding Extraction from Remote Sensing Images via an Uncertainty-Aware Network

77 citations · 81 across the 7 of their papers we have counts for

collaborators

7 papers

cs.AI2026

CogVis: Must Open-Vocabulary Change Detection Perceive the Scene Anew for Every Query?

Zijie Wang, Chen Zhong, Wei He

Earth-surface monitoring requires change detection models capable of recognizing arbitrary semantic categories. Open-Vocabulary Change Detection (OVCD) addresses this need. However…

cs.CV2026

Advancing All-Weather Building Damage Mapping to the Instance Level: Outcomes and Insights from the 2026 Bright Challenge

Hongruixuan Chen, He Huang, Haifeng Wang +19

Rapid post-disaster response requires timely, building-level information on whether structures remain intact, are damaged, or are destroyed. Post-event optical imagery, however, ma…

cs.CV2024

Identifying every building's function in large-scale urban areas with multi-modality remote-sensing data

Zhuohong Li, Wei He, Jiepan Li +1

Buildings, as fundamental man-made structures in urban environments, serve as crucial indicators for understanding various city function zones. Rapid urbanization has raised an urg…

cs.CV2024★ 1 cited

Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels

Zhuohong Li, Wei He, Jiepan Li +2

Large-scale high-resolution (HR) land-cover mapping is a vital task to survey the Earth's surface and resolve many challenges facing humanity. However, it is still a non-trivial ta…

eess.IV2024★ 2 cited

Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping

Dongyi Li, Dong Chu, Xiaobin Guan +2

Hyperspectral images (HSIs) are inevitably degraded by a mixture of various types of noise, such as Gaussian noise, impulse noise, stripe noise, and dead pixels, which greatly limi…

cs.CV2023★ 1 cited

Cross-level Attention with Overlapped Windows for Camouflaged Object Detection

Jiepan Li, Fangxiao Lu, Nan Xue +3

Camouflaged objects adaptively fit their color and texture with the environment, which makes them indistinguishable from the surroundings. Current methods revealed that high-level…

cs.CV2023★ 77 cited

Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network

Wei He, Jiepan Li, Weinan Cao +2

Building extraction aims to segment building pixels from remote sensing images and plays an essential role in many applications, such as city planning and urban dynamic monitoring.…