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Zi-Geng Niu

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Open access Oct 2026

A Practical Fixed-Configuration, Training-Free Baseline for Within-Sensor Hyperspectral Anomaly Detection

Hyperspectral anomaly detection (HAD) aims to identify rare targets without labeled anomaly samples, but many recent deep HAD approaches require scene-specific neural optimization, increasing deployment cost. This paper presents MASCR-UAF, a fixed-configuration baseline designed for training-free within-sensor HAD. Glo...

Xiang-Sen Cui, Jia-Min Liu, Shi-Kuan Jin et al. · 0 citations

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