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cs.CV2025
SARVLM: A Vision Language Foundation Model for Semantic Understanding in SAR Imagery
Qiwei Ma, Xukun Lu, Wang Liu +3
Synthetic Aperture Radar (SAR) is a critical imaging modality due to its all-weather operational capability. Although recent advances in self-supervised learning and masked image m…
cs.CV2025
Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping
Wang Liu, Zhiyu Wang, Xin Guo +3
Semantic segmentation of SAR images has garnered significant attention in remote sensing due to the immunity of SAR sensors to cloudy weather and light conditions. Nevertheless, SA…
cs.CV2024
Agriculture-Vision Challenge 2024 -- The Runner-Up Solution for Agricultural Pattern Recognition via Class Balancing and Model Ensemble
Wang Liu, Zhiyu Wang, Puhong Duan +2
The Agriculture-Vision Challenge at CVPR 2024 aims at leveraging semantic segmentation models to produce pixel level semantic segmentation labels within regions of interest for mul…