Author

Tian-Ping Li

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Conference Jul 2026

SFC-DETR: An Asymmetric Spatial-Frequency Intervention Paradigm for Dense Aerial Object Detection

Unmanned aerial vehicle (UAV) object detection struggles with weak and tiny targets due to extreme viewing angles and environmental clutter. While the Real-Time Detection Transformer (RT-DETR) offers end-to-end efficiency, its macroscopic pooling and global attention mechanisms intrinsically discard the local spatial c...

Ningxiang Sun, Jie Li, Bing Liu et al. · 2026 8th International Confe... · 0 citations

Conference Jul 2026

Traffic Sign Detection Combining Frequency-Domain Enhancement and Local Channel Attention

Traffic sign detection represents a critical visual perception task in intelligent transportation systems and autonomous driving technologies, where accurate detection directly impacts driving safety. However, existing methods still face two major challenges in practical deployment: difficulty in small object detection...

Fang Niu, Jia-Jing Sun, Shuang-Qiang Zhang et al. · 2026 8th International Confe... · 0 citations

Aug 2026

GTPF: Modality-specific graph transformer with prompt-aware fusion for multimodal sentiment analysis.

A modality-specific Graph Transformer with Prompt-aware Fusion (GTPF) framework that outperforms state-of-the-art methods across all metrics and validate the effectiveness of the Graph-Transformer co-design and prompt-aware fusion strategy.

Hao-Long Zheng, Yan Leng, Jia-Ning Wu et al. · Neural Networks · 0 citations