Typical wireless image transmission systems and deep joint source-channel coding frameworks often suffer from the “cliff effect” and feature homogeneity under adverse channel conditions. To address these limitations, we propose a robust image semantic communication system with semantic awareness and adaptive masking. S...
Xu-Chao Teng, Zhi-Quan Bai, Jia-Xin Yang et al.· IEEE Wireless Communications...· 0 citations
Object detection using visible–infrared images has become increasingly important for all-day detection scenarios. However, due to significant imaging discrepancies between the visible and infrared modalities, achieving accurate modal alignment and effective feature fusion remains a major challenge. Existing methods oft...
Kai-Yue Men, Cheng-You Wang, Xiao Zhou et al.· IEEE Transactions on Geoscie...· 0 citations
Currently, deep learning has become the mainstream technology for remote sensing change detection (RSCD) that aims to localize changes from bi-temporal observations. However, most existing prompt-guided methods generate prompts based on dual-phase pixel differences without fully perceiving the optimization goals of the...