Papers
1
Total Citations
25
H-Index
1
About
Dr. Cheng-Yu You is a leading researcher in intelligent manufacturing and automated quality inspection, with a focus on integrating deep learning with robotic systems for industrial applications. His most impactful work, "Integration of Deep Learning Network and Robot Arm System for Rim Defect Inspection Application" (2022, 25 citations), pioneers the use of eye-in-hand robotic architecture combined with convolutional neural networks to automate defect detection in forged aluminum rims. This contribution addresses a critical bottleneck in high-volume manufacturing—replacing manual inspection with precise, AI-driven automation. By bridging computer vision and robotics, Dr. You’s research enhances production efficiency and quality control, offering scalable solutions for the automotive and aerospace industries. His work exemplifies the practical deployment of deep learning in real-world industrial settings, demonstrating how neural networks can be trained to identify subtle surface defects with high accuracy. Dr. You’s achievements underscore his role in advancing smart factory technologies, where his innovations continue to influence both academic research and industrial practice, making him a key figure in the evolution of automated inspection systems.
Research Focus
Key Achievements
Top Papers
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