4 papers
ChangeFlow -- Latent Rectified Flow for Change Detection in Remote Sensing
Blaž Rolih, Matic Fučka, Filip Wolf +1
Remote sensing change detection (RSCD) localises changes between two images of the same geographic region. Most state-of-the-art methods are trained with a per-pixel discriminative…
Make Some Noise: Unsupervised Remote Sensing Change Detection Using Latent Space Perturbations
Blaž Rolih, Matic Fučka, Filip Wolf +1
Unsupervised remote sensing change detection (UCD) aims to localise changes between two images of the same region without relying on labelled training data. Most recent approaches…
Brewing Stronger Features: Dual-Teacher Distillation for Multispectral Earth Observation
Filip Wolf, Blaž Rolih, Luka Čehovin Zajc
Foundation models are transforming Earth Observation (EO), yet the diversity of EO sensors and modalities makes a single universal model unrealistic. Multiple specialized EO founda…
Be the Change You Want to See: Revisiting Remote Sensing Change Detection Practices
Blaž Rolih, Matic Fučka, Filip Wolf +1
Remote sensing change detection aims to localize semantic changes between images of the same location captured at different times. In the past few years, newer methods have attribu…