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Xing Hu

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Sep 2026

WTSEConv1d-Net: A Robust 1-D Signal Recognition Framework for Distributed Acoustic Sensing

Phase-sensitive optical time-domain reflectometry ( $\varphi $ -OTDR)-based distributed optical fiber acoustic sensing systems have been widely applied in large-scale security monitoring due to their excellent spatial resolution, long-distance sensing capability, and immunity to electromagnetic interference. Currently,...

Xian-Kun Wang, Shuo Lu, Zheng-Xian Zhou et al. · 0 citations
Open access 2026

A High-Efficiency Diffusion Model-Inspired Network for Pixel-Level Self-Supervised Hyperspectral Anomaly Change Detection

A novel hyperspectral anomaly CD method named efficient latent denoising-inspired network (ELDI-Net) is proposed, which employs a one-step manifold projection paradigm, achieving high computational efficiency while preserving the noise-robustness advantages of generative models.

Xing Hu, Xiang-Cheng Liu, Chen-Xi Guo et al. · 0 citations

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