Reconfigurable intelligent surface (RIS)-assisted cascaded-channel estimation incurs a high training burden when each phase-state channel is estimated independently. Within a quasi-static interval, we express each such channel as a known finite-aperture modal excitation of propagation-dependent coefficients shared acro...
Jian Song, Fa-Cun Zhang, Shi-Wen Lei et al.· IEEE Communications Letters· 0 citations
Multimodal object detection can improve detection accuracy and robustness by fusing complementary information from different modalities. However, in remote sensing scenarios, complex environments often weaken data reliability and cross-modal complementarity, making fixed-pattern fusion strategies insufficient for robus...
Jian-Ning Chi, Fei-Hu Yin, Qing-Wang Wang et al.· IEEE Transactions on Geoscie...· 0 citations
Weakly supervised remote sensing semantic segmentation aims to achieve pixel-level prediction with limited annotation costs. Recently, CLIP-based methods have shown promising potential by leveraging vision-language alignment for semantic localization; however, they often suffer from ambiguous semantic representations a...
Bei Cheng, Quan-Li Deng, Tao Shen et al.· IEEE Geoscience and Remote S...· 0 citations
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