Author

Linji Cheng

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Open access Aug 2026

Inspection System for Bridge Surface Defects in Cold Regions Based on Parameter Sharing and Feature Enhancement

To address the scarcity of bridge defect data in the harsh environments of cold regions, as well as the parameter redundancy and edge platform deployment challenges of existing algorithms, this paper proposes an intelligent inspection system for bridge surface defects in cold regions based on parameter sharing and feat...

Qi-Peng Yang, Yuchen Xie, Dan-Feng Du et al. · Buildings · 0 citations

Open access Jul 2026

A frequency-saliency guided multi-scale feature fusion network for robust UAV object detection

Unmanned aerial vehicle (UAV)-based object detection plays an important role in intelligent surveillance and traffic monitoring. However, small object scales, complex backgrounds, dense distributions, and occlusions make it difficult to balance detection accuracy and real-time performance. To address these challenges,...

Linji Cheng, Fan Guo, Zedong Huang · Scientific Reports · 0 citations