Author

Ze-Ning Zhang

3 papers indexed here

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Conference Sep 2026

Cognitively Aligned Dual-Task Interaction for Small Object Perception in Highway Surveillance

Small object perception requires tightly coupled semantic understanding and spatial reasoning. However, existing YOLOv8-based frameworks adopt decoupled heads, limiting task-level representation interaction and causing suboptimal cognitive consistency between classification and localization, particularly for low-resolu...

Dian Liu, Yong-Jie Gong, Ze-Ning Zhang et al. · Coins · 0 citations

Review Open access Sep 2026

Comparative effects of non-specific exercise therapies on adolescent idiopathic scoliosis: a systematic review and network meta-analysis

Objective Non-specific exercise therapies are widely used in the conservative management of adolescent idiopathic scoliosis (AIS) because of their accessibility and broad applicability. However, the comparative effectiveness of different non-specific exercise modalities remains unclear. This study aimed to systematical...

Ya-Xing Guan, Ze-Ning Zhang, Shu Xie · Frontiers in Sports and Acti... · 0 citations

Open access Oct 2026

Adaptive calibration and spatio-temporal filtering for robust highway wrong-way driving detection

Wrong‐way driving on highways is a low‐frequency but high‐risk event that requires reliable detection by future transportation systems and roadside intelligent infrastructure. Existing camera‐based solutions often rely on fixed lane‐direction settings or short‐term trajectory displacement, making them vulnerable to...

Dian Liu, Xiao-Mei Yuan, Ze-Ning Zhang et al. · Frontiers in Future Transpor... · 0 citations