Yumin Choi
Papers
8
Total Citations
63
H-Index
5
About
Yumin Choi is a leading researcher at the intersection of affective computing, intelligent surveillance, and next-generation vehicular systems. Their work pioneers the integration of virtual emotion detection with physical security frameworks, creating "emotion-aware" surveillance that adapts to human states in real time. Choi’s most influential contribution is the development of task-oriented virtual emotion informatics, a paradigm that allows surveillance systems to prioritize threats based on both spatial geometry and emotional cues. This is exemplified in their top-cited paper, "Task-Oriented Surveillance Framework for Virtual Emotion Informatics in Polygon Spaces" (15 citations), which established a foundational model for processing emotional data in complex, polygonal environments. Building on this, Choi has advanced the field with "Affective Surveillance Management in Virtual Emotion Based Smart Complex Infrastructure" (13 citations), demonstrating how emotional data can be used to manage security in smart buildings and metaverse spaces. Their work on "GeoSS: Geographic Segmentation Security Barriers" (12 citations) further extends this logic to intelligent cooperative vehicular systems, using geographic segmentation to prioritize emotional detection in autonomous vehicle networks. With over 60 total citations, Choi’s research is shaping the future of secure, human-centric smart infrastructure.
Research Focus
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Top Papers
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