Antonis Katsikarelis
Papers
1
Total Citations
41
H-Index
1
About
Dr. Antonis Katsikarelis is a leading researcher at the intersection of artificial intelligence and advanced manufacturing, with a primary focus on intelligent automation, quality control, and vision-based monitoring for industrial processes. His most-cited work, "AI-enhanced vision system for dispensing process monitoring and quality control in manufacturing of large parts" (2022, 41 citations), addresses a critical bottleneck in automated assembly: ensuring precision and reliability when handling large, complex components. By integrating deep learning with real-time visual feedback, Katsikarelis has pioneered methods that significantly improve positioning accuracy and defect detection, reducing the need for manual intervention. His contributions extend to developing adaptive gripping and flexible assembly systems capable of accommodating multiple product variants—a key challenge in modern, high-mix manufacturing environments. With a growing citation impact and a focus on practical, scalable solutions, Katsikarelis’s work is shaping the next generation of smart factories, where AI-driven vision systems enable autonomous, error-proof production lines. His research is particularly valuable for engineers and students seeking to understand how computer vision and machine learning can transform traditional manufacturing into a more efficient, resilient, and quality-driven enterprise.
Research Focus
Key Achievements
Top Papers
- 1