Reliable UAV detection from ground-based cameras remains difficult under changing illumination, complex backgrounds, and residual displacement between visible and infrared sensors. This paper proposes the Bidirectional Feature Alignment and Transfer-Gated Fusion Network (BATF-Net), a dual-stream detector that preserves...
Xing-Yu Lu, Min-Wei Zhao, Ming Tian et al.· Applied Sciences· 0 citations
Different imaging modalities exhibit inherent discrepancies in intensity characteristics and information representation, resulting in pronounced heterogeneity among multimodal features. When these heterogeneous features are directly learned and fused within a unified representation space, feature coupling may arise, le...
A Hybrid Prior Enhanced Decomposition (HPED) model is proposed, a training-free, model-driven framework that incorporates structural and luminance priors into a multi-stage enhancement pipeline, outperforming all competing methods and suggesting potential applicability in downstream machine perception tasks such as det...
Jie Li, Cheng Wang, Xiang-Yu Li et al.· Remote Sensing· 0 citations
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