معرفی
Jong-Weon Lee is a Professor in the Department of Contents Software at Sejong University and a researcher at the eXtended Reality Research Center. With a focus on immersive technologies and human-computer interaction, he actively contributes to advancements in Augmented Reality (AR), Virtual Reality (VR), and 3D interaction systems.
- Ph.D. in Computer Science (2002) from the University of Southern California
- M.S. in Computer Science (1991) from the University of Wisconsin-Madison
- B.S. in Computer Science (1989) from Ohio University
His research explores the intersection of AR/VR, deep learning, and practical applications in agriculture and crisis response. He develops lightweight CNN architectures for plant disease detection in low-resource environments, while also creating multimodal frameworks like CBRCL to detect hate speech in text-image pairs during geopolitical crises. His work extends to VR-based emotion detection systems for healthcare, leveraging neural networks to alleviate negative emotional states in real-time.
Recent publications highlight his expertise in optimizing YOLO models for fire detection via Bayesian hyperparameter tuning, enhancing detection accuracy in large-scale datasets. His collaborations span international institutions, reflecting a commitment to cross-disciplinary innovation.
