Professor Lee Jae-gu's research team (Masters students Jungmin Ha, Euihyun Yoon, and Jae-seok Lee) at Kookmin University's Department of Artificial Intelligence presented their research at BMVC and ICPR, two of the world's most prestigious conferences in the field of artificial intelligence.

The first study (involving master's students Jungmin Ha and Euihyun Yoon) proposed a new Transformer model that achieves high performance with less medical images. It overcomes the limitations of existing medical models and improves performance by combining methods that can explore the structural extension of Trasnformer. The research was selected as the best oral presentation at the BMVC in November.

The second study (by master's student Jae-Seok Lee) showed how to create a true three-dimensional object from a single image. To minimize errors that are common when reconstructing 3D shapes from a single photo (such as copying the front to the back), additional image correction and depth information stabilization techniques were applied. The research was presented at the ICPR in December.

 
“Both studies have research significance as they demonstrate how master's students can take the initiative to solve real-world problems in the medical and imaging fields,” said Professor Lee. ”We will continue to create innovative student-led AI research together.”