AI RESEARCH
TAE: Target-aware enhancer for nighttime UAV tracking
arXiv CS.CV
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ArXi:2605.29558v1 Announce Type: new Severe image degradation under low-light nighttime conditions constitutes a core bottleneck preventing all-day applications for UAV-based single object tracking. Existing image enhancement methods often struggle to distinguish between target and background regions, which can easily lead to amplified background noise or compromise target features. To overcome this limitation, we propose TAE, a target-aware low-light enhancement framework tailored for nighttime object tracking.