Chuan-Ming Liu

National Taipei University of Technology

Papers

Total Citations

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About

Dr. Chuan-Ming Liu is a pioneering researcher at the intersection of robotics, artificial intelligence, and precision agriculture. His work focuses on developing autonomous systems that leverage computer vision and deep learning to solve complex real-world challenges. Dr. Liu’s most notable contribution is the creation of an advanced robotic monitoring system that integrates YOLOv5 object detection with keypoint extraction algorithms. This system, detailed in his highly cited 2023 paper (3 citations), was specifically designed to observe the molting process in lobsters—a critical yet labor-intensive operation. By automating this observation, his research significantly reduces human effort while providing vital data to aid in lobster recovery, demonstrating a novel application of AI in marine biology. In a separate 2024 study (1 citation), Dr. Liu addressed software engineering challenges by developing an automation tool that converts test steps into keywords for the Robot Framework, enhancing test development efficiency. His work exemplifies how cutting-edge AI and robotics can be applied to both biological monitoring and software quality assurance, marking him as an innovator in practical, interdisciplinary automation solutions.