2 papers
cs.CV2026
WGDnet: Wishart-guided Geometric-aware Deep Network for PolSAR Image Classification
Junfei Shi, Haojia Zhang, Yu Cheng +1
Polarimetric Synthetic Aperture Radar (PolSAR) classification underpins all-weather Earth observation. Conventional Wishart methods depend on rigid handcrafted operators with limit…
cs.CV2025
Riemannian Complex Hermit Positive Definite Convolution Network for Polarimetric SAR Image Classification
Junfei Shi, Yuke Li, Mengmeng Nie +4
Deep learning has been extensively utilized for PolSAR image classification. However, most existing methods transform the polarimetric covariance matrix into a real- or complex-val…