3 papers
cs.CV2025
ReasonCD: A Multimodal Reasoning Large Model for Implicit Change-of-Interest Semantic Mining
Zhenyang Huang, Xiao Yu, Yi Zhang +2
Remote sensing image change detection is one of the fundamental tasks in remote sensing intelligent interpretation. Its core objective is to identify changes within change regions…
cs.CV2024
SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want
Ling Zhao, Zhenyang Huang, Dongsheng Kuang +3
The existing change detection(CD) methods can be summarized as the visual-first change detection (ViFi-CD) paradigm, which first extracts change features from visual differences an…
cs.CV2024
HSONet:A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection
Chao Tao, Dongsheng Kuang, Zhenyang Huang +2
In the later training stages, further improvement of the models ability to determine changes relies on how well the change detection (CD) model learns hard cases; however, there ar…