2 papers
cs.CV2025
Efficient Remote Sensing Change Detection with Change State Space Models
Elman Ghazaei, Erchan Aptoula
Despite their frequent use for change detection, both ConvNets and Vision transformers (ViT) exhibit well-known limitations, namely the former struggle to model long-range dependen…
cs.CV2025
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering
Elman Ghazaei, Erchan Aptoula
The Earth's surface is constantly changing, and detecting these changes provides valuable insights that benefit various aspects of human society. While traditional change detection…