Zihan Cheng

Title: Innovations and Contributions of Zihan Cheng

Introduction

Zihan Cheng is a prominent inventor based in Hefei, China. He has made significant contributions to the fields of target detection and driving behavior analysis. With a total of four patents to his name, Cheng's work showcases his expertise and innovative approach to solving complex problems.

Latest Patents

Cheng's latest patents include a "Contextual visual-based SAR target detection method and apparatus, and storage medium." This invention focuses on enhancing the detection of targets using synthetic-aperture radar (SAR) images. The method involves obtaining an SAR image and inputting it into a target detection model. By utilizing a two-way multi-scale connection operation, the model improves feature interaction and enhances the accuracy of target recognition while suppressing background interference.

Another notable patent is the "Method for fine-grained detection of driver distraction based on unsupervised learning." This method aims to analyze distracted driving behavior by acquiring image data and employing an unsupervised learning detection model. The model utilizes a RepMLP network structure and incorporates a loss function based on contrastive learning, allowing for effective detection of driver distraction states.

Career Highlights

Zihan Cheng is affiliated with Anhui University, where he continues to advance his research and innovation in the field of target detection and driving behavior analysis. His work has garnered attention for its practical applications and contributions to safety and technology.

Collaborations

Cheng collaborates with notable colleagues, including Jie Chen and Haitao Wang. Their combined expertise fosters a productive research environment that enhances the quality and impact of their work.

Conclusion

Zihan Cheng's innovative patents and contributions to technology demonstrate his commitment to advancing the fields of target detection and driving behavior analysis. His work not only showcases his skills as an inventor but also highlights the importance of research in improving safety and efficiency in various applications.