3 papers
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
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding
Run Shao, Zhaoyang Zhang, Chao Tao +3
The tokenizer, as one of the fundamental components of large models, has long been overlooked or even misunderstood in visual tasks. One key factor of the great comprehension power…
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…