Author

Guang-Hui Yan

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Open access Sep 2026

LCWG-DETR: a wavelet-enhanced detection transformer for citrus disease detection improving visual perception in harvesting

To address the low detection accuracy and frequent missed detections of citrus diseases caused by leaf occlusion, small lesion sizes, and high visual similarity among disease categories in complex orchard environments, this study proposes LCWG-DETR, a citrus disease detection method that combines wavelet edge features...

Da-Lin Zhang, Bai-Jing Wu, Ke Gao et al. · Frontiers in Plant Science · 0 citations

Conference Jul 2026

Research on EEG-Based Drowsy Driving Recognition Integrating Multi-Scale Temporal Features and Brain Functional Connectivity

Drowsy driving EEG recognition faces challenges such as signal non-stationarity, imbalanced class distribution, and insufficient utilization of spatio-temporal features. To improve fatigue state recognition performance, this paper proposes an EEG-based drowsy driving recognition method that integrates multi-scale tempo...

Yongjing Yan, Guang-Hui Yan, Jun Zhang · 2026 8th International Confe... · 0 citations

Open access Aug 2026

A traffic flow forecasting model with embedded sparse dynamic graph convolution and multi-head attention LSTM

Experimental results on the public PEMS04 and PEMS08 datasets demonstrate that the proposed ESDG-ALSTM model significantly improves forecasting accuracy, confirming that ESDG-ALSTM is more sensitive to abrupt events and multimodal evolution patterns and can effectively enhance prediction performance in complex traffic...

Guozheng Li, Bai-Jing Wu, Ke Gao et al. · Frontiers of Computer Scienc... · 0 citations