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Author

Jun-Yu Dong

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2026

Frequency–Spatial Joint Decoupling With Adaptive Perceptual Aggregation for Remote Sensing Small Object Detection

Small object detection in remote sensing (RS) imagery remains fundamentally challenging due to severe information degradation caused by limited spatial resolution and complex background interference. In deep neural networks, such degradation is further exacerbated by irreversible information loss during conventional do...

Ying Gao, Zongshuai Zhang, Zheng-Yu Zhu et al. · 0 citations
Sep 2026

Mitigating Textual Noise in Multimodal FGVC via Hierarchical Semantic Purification and Multi-Stage Alignment

Fine-grained visual classification (FGVC) plays a crucial role in the realm of computer vision. Recently, multimodal FGVC methods, leveraging textual descriptions as semantic guidance, have gained considerable attention. However, current approaches often encounter two primary limitations: 1) Redundant or ambiguous text...

Meng-Huan Zhang, Qing Cai, Fan Zhang et al. · 0 citations

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