Wu Zhigang | Real-time semantic segmentation | Best Researcher Award

Dr. Wu Zhigang –  Real-time semantic segmentation – Best Researcher Award

Alignment with Award Category

Associate Professor Zhigang Wu’s research epitomizes innovation, precision engineering, and real-world application—qualities that align strongly with the Best Researcher Award or Excellence in Mechatronic Innovation Award. His consistent contributions in both theoretical modeling and practical systems design demonstrate a blend of academic rigor and engineering ingenuity.

 Jiangxi University of Science and Technology | China

Profile

scopus

 

🎓Early Academic Pursuits 

Education and Training

Born on February 5, 1985, Zhigang Wu embarked on his academic journey with a keen interest in mechanical and electromechanical systems. His foundational training began at North University of China, where he obtained a Bachelor’s degree in Electromechanical Engineering in 2010. Following this, he pursued a Master’s degree in Mechanical Engineering at Tianjin University of Technology (2010.9–2013.3), where he specialized in compliant mechanism design and piezo-driven control. His master’s thesis earned him the Excellent Master Thesis Award from the university in 2013—a testament to his early promise in engineering research. Wu’s academic excellence led him to the University of Macau, where he completed his Ph.D. in Electromechanical Engineering (2013.9–2017.6). His doctoral research was centered on cutting-edge topics such as flexure-based nanopositioning systems, PZT actuators, and micro robotic nano-manipulators—laying a strong foundation for his future contributions to micro-robotics and precision engineering.

💼Professional Endeavors 

Academic Positions

In September 2017, Zhigang Wu took up a teaching and research position as an Associate Professor at the School of Energy and Mechanical Engineering, Jiangxi University of Science and Technology. His role encompasses both pedagogical responsibilities and active research, allowing him to mentor young scholars while advancing technological innovation. He is involved in multiple interdisciplinary research domains, including flexure hinge mechanisms, micro-grippers, precision positioning platforms, nonlinear control, mobile robotics, and PZT actuators. Wu has also significantly contributed to the integration of intelligent algorithms into mechanical systems, making his work highly relevant to modern-day automation and robotics.

📚Contributions and Research Focus on Real-time semantic segmentation

Zhigang Wu’s research has consistently revolved around micro- and nano-scale mechanisms with high precision and control. His primary contributions include:

  • Design and modeling of piezo-driven flexure-based micro-grippers

  • Development of precision positioning micromanipulators

  • Research in hysteresis modeling and compensation for PZT actuators

  • Innovations in video/image tracking algorithms for automated systems

  • Applications of smart sensors and intelligent optimization algorithms in control engineering

🏆Accolades and Recognition 

Apart from the early recognition for his master’s thesis, Zhigang Wu has gained considerable acclaim in academic and research circles. His scholarly work has appeared in reputable journals like:

  • IEEE Access

  • Scientific Reports

  • IEICE Transactions

  • Mechanical Sciences

  • Mechanism and Machine Theory

He is a reviewer for high-profile journals such as:

  • IEEE Transactions on Mechatronics

  • Robotics and Computer-Integrated Manufacturing

  • Mechanical Systems and Signal Processing

He also reviews submissions for several prestigious conferences like:

  • IEEE International Conference on Robotics and Automation

  • IEEE International Conference on Advanced Intelligent Mechatronics

  • American Society of Mechanical Engineers (ASME) Conferences

🌍 Impact and Influence 

Community Impact

Zhigang Wu has played a pivotal role in advancing the frontier of precision engineering and control systems, particularly in the area of micro-manipulation using smart materials like piezoelectrics. His projects have enabled enhanced motion control and force feedback for miniaturized robotic systems, which are crucial for applications in biomedicine, nanotechnology, and micro-assembly.

🔮Legacy and Future Contributions 

Wu has led and participated in several national and international research projects, including: 3D Printing Manipulator Development (Macau Science Fund) ,6-DOF Micromanipulation Stage Design (National Natural Science Foundation of China). Environmental Control Optimization (Regional Project of China). Micro-Gripper Clamping Force Study (Jiangxi Provincial Project)

 

Conclusion

In summation, Associate Professor Zhigang Wu is a distinguished academic and researcher at the School of Energy and Mechanical Engineering, Jiangxi University of Science and Technology, with a profound impact on the field of micro-robotics, precision engineering, and smart actuator systems. With a career marked by scholarly excellence, cross-disciplinary innovation, and effective mentorship, Wu stands as a prominent figure shaping the future of electromechanical systems. His ongoing research and future projects are bound to contribute significantly to both academia and industry, enhancing the scope and capabilities of intelligent mechanical design and control.

📚Publications

BiConvNet: Integrating Spatial Details and Deep Semantic Features in a Bilateral-Branch Image Segmentation Network

Authors: Z., Wu, Zhigang, Y., Zhu, Yaohui

Journals: IEICE Transactions on Information and Systems

Covid-19 psychological pressures, depression and FOMO: the mediating role of online social support and emotional regulation

Authors: Y., Dong, Yuting, M., Chen, Min, Z., Wu, Zhigang, Z., Zhang, Zilin

Journals: BMC Psychology