Years Active: 2024
Title: Innovations of Chenxin Wei in Maritime Safety
Introduction
Chenxin Wei is a prominent inventor based in Shanghai, China. She has made significant contributions to the field of maritime safety through her innovative approaches to identifying unsafe behaviors of operators in maritime working environments. Her work emphasizes the importance of utilizing advanced technologies to enhance safety measures in this critical sector.
Latest Patents
Chenxin Wei holds a patent for an ensemble deep learning method aimed at identifying unsafe behaviors of operators in maritime working environments. The patent describes a comprehensive approach that begins with extracting features from maritime images using the You Only Look Once (YOLO) V3 model. This method enhances multi-scale detection capabilities by introducing a feature pyramid structure. Furthermore, it involves obtaining instance-level features and time memory features of operators and devices through the Joint Learning of Detection and Embedding (JDE) paradigm. The invention also includes transferring spatial-temporal interaction information into a feature memory pool and updating time memory features with an asynchronous memory updating algorithm. Ultimately, it identifies interactions between operators, devices, and unsafe behaviors using an asynchronous interaction aggregation network. This innovative method can accurately determine unsafe behaviors, providing valuable operational decisions for maritime management activities.
Career Highlights
Throughout her career, Chenxin Wei has focused on integrating deep learning techniques with practical applications in maritime safety. Her dedication to research and development has led to advancements that significantly improve safety protocols in maritime operations.
Collaborations
Chenxin Wei has collaborated with notable colleagues, including Xinqiang Chen and Zichuang Wang, to further enhance her research and development efforts. Their combined expertise has contributed to the successful implementation of innovative solutions in the maritime industry.
Conclusion
Chenxin Wei's contributions to maritime safety through her innovative patent demonstrate her commitment to enhancing operational safety in challenging environments. Her work not only showcases her technical expertise but also highlights the importance of collaboration in driving advancements in safety technologies.