activity
20212026
most citedJoint Spatio-Temporal Modeling for the Semantic Change Detection in Remote Sensing Images

133 citations · 133 across the 5 of their papers we have counts for

collaborators

6 papers

cs.CV2026

VFM-Loc: Training-Free Cross-View Geo-Localization via Aligning Discriminative Visual Hierarchies

Jun Lu, Zehao Sang, Haoqi Wei +5

Cross-View Geo-Localization (CVGL) in remote sensing aims to locate a drone-view query by matching it to geo-tagged satellite images. Although supervised methods have achieved stro…

cs.CV2025

Changes in Gaza: DINOv3-Powered Multi-Class Change Detection for Damage Assessment in Conflict Zones

Kai Zheng, Zhenkai Wu, Fupeng Wei +6

Accurately and swiftly assessing damage from conflicts is crucial for humanitarian aid and regional stability. In conflict zones, damaged zones often share similar architectural st…

cs.CV2025

ChessMamba: Structure-Aware Interleaving of State Spaces for Change Detection in Remote Sensing Images

Lei Ding, Tong Liu, Xuanguang Liu +3

Change detection (CD) in multitemporal remote sensing imagery presents significant challenges for fine-grained recognition, owing to heterogeneity and spatiotemporal misalignment.…

cs.CV2025

S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images

Lei Ding, Xibing Zuo, Danfeng Hong +4

Unsupervised Change Detection (UCD) in multimodal Remote Sensing (RS) images remains a difficult challenge due to the inherent spatio-temporal complexity within data, and the heter…

cs.CV2022★ 133 cited

Joint Spatio-Temporal Modeling for the Semantic Change Detection in Remote Sensing Images

Lei Ding, Jing Zhang, Kai Zhang +3

Semantic Change Detection (SCD) refers to the task of simultaneously extracting the changed areas and the semantic categories (before and after the changes) in Remote Sensing Image…

cs.CV2021

Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images

Lei Ding, Haitao Guo, Sicong Liu +3

Semantic change detection (SCD) extends the multi-class change detection (MCD) task to provide not only the change locations but also the detailed land-cover/land-use (LCLU) catego…