Hao-Tian Liu

Lightweight optical–SAR semantic segmentation via joint modality–offset attention

Optical imagery provides rich spectral and texture cues but is vulnerable to cloud cover and imaging conditions, whereas synthetic aperture radar (SAR) offers all-weather observation but contains speckle noise and geometry-dependent distortions. Existing optical–SAR segmentation methods often treat local spatial correc...