WeiQi Yan

National University of Singapore, Auckland University of Technology

Papers

Total Citations

H-Index

About

Dr. WeiQi Yan is a pioneering researcher at the intersection of computer vision, multimedia processing, and agricultural robotics. His work spans two decades, from foundational video enhancement techniques to cutting-edge generative AI applications. In his early career, Dr. Yan addressed a universal problem for amateur videographers with his influential paper "Detection and removal of lighting & shaking artifacts in home videos" (2002, 20 citations), developing algorithms that automatically correct common visual distortions like lighting imbalance and camera shake—making professional-quality video accessible to everyday users. More recently, Dr. Yan has ventured into precision agriculture, where his 2024 study "Evaluating Accuracy and Efficiency of Fruit Image Generation Using Generative AI Diffusion Models for Agricultural Robotics" (10 citations) tackles a critical bottleneck in robotic fruit harvesting. By leveraging generative AI to create synthetic fruit images, his work dramatically expands training datasets for computer vision systems, improving the accuracy and efficiency of automated fruit detection and segmentation. This innovative approach bridges artificial intelligence and practical robotics, demonstrating how synthetic data can overcome real-world data scarcity in agriculture. Dr. Yan's research trajectory—from enhancing home videos to feeding the world through smarter robots—showcases a career dedicated to solving tangible problems with elegant computational solutions.