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Lujie Qi

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

108

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

A YOLO-based Model with Hybrid Perceptual Mechanisms for Traffic Sign and Pothole Detection in Complex Environments

Number of pages: 43 Posted: 27 Jan 2026
Yantai University, Yantai University, affiliation not provided to SSRN, affiliation not provided to SSRN and Yantai University
Downloads 57 (1,000,027)

Abstract:

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Potholes and traffic signs detection, Deep learning, LowFormer, Involution, Shuffle attention, data augmentation

2.

A High-Performance Deep Learning Model for Autonomous Driving Segmentation Under Challenging Conditions

Number of pages: 26 Posted: 09 May 2025
Yantai University, Yantai University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Yantai University and affiliation not provided to SSRN
Downloads 26 (1,372,601)

Abstract:

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Adverse weather conditions, Coordinate Attention, Outlook Attention, Real-time prediction, Semantic segmentation, Triplet Attention

3.

A Novel Deep Learning Model for Road Obstacles Detection

Number of pages: 39 Posted: 26 May 2025
Yantai University, Yantai University, affiliation not provided to SSRN, affiliation not provided to SSRN, Yantai University and Yantai University
Downloads 25 (1,385,945)

Abstract:

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Road Obstacle Detection, Deep learning, Road security, Involution, Shuffle Attention, Data Augmentation