Soo-Min Kang
Korea University · Business, Management and Accounting
About the Lab
Professor Soo-Min Kang's research lab specializes in intelligent transportation systems and advanced security technologies, with a strong focus on enhancing mobility for people with disabilities and improving aviation security through AI-driven solutions. The lab conducts innovative research in smart mobility patent analysis, leveraging data clustering and technology mapping to identify underdeveloped technological opportunities in assistive mobility. It also pioneers the application of computer vision and deep learning to enhance object detection in X-ray imaging, particularly for identifying high-risk items in baggage screening. The lab’s work bridges technological innovation with real-world societal impact, emphasizing accessibility and safety in transportation and security infrastructure.
Research Overview
Research Output Trend
Figures are computed from collected data and may differ slightly.
Selected Papers
2With the development of the online platforms and the Internet of Things (IoT), various transportation services have been provided, and the lifestyle of the general public has changed significantly. However, the speed of development of technologies and services for the mobility handicapped has been relatively slow. Accordingly, in this paper, the smart mobility patent data for the mobility handicapped is subdivided through clustering to derive the mobility handicapped-related vacant technologies,
Aviation security X-ray equipment currently searches objects through primary screening, in which the screener has to re-search a baggage/person to detect the target object from overlapping objects. The advancements of computer vision and deep learning technology can be applied to improve the accuracy of identifying the most dangerous goods, guns and knives, from X-ray images of baggage. Artificial intelligence-based aviation security X-rays can facilitate the high-speed detection of target objec
Research Areas
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