Author

Tian-Ping Li

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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