About

Hyun-Taek Choi is a prominent robotics researcher whose work sits at the intersection of marine robotics, autonomous navigation, and computer vision. Based in South Korea, Choi has dedicated his career to advancing the capabilities of underwater and surface vehicles, tackling some of the most technically demanding challenges in oceanic exploration and autonomous systems. His most influential contribution, "Vision-based object detection and tracking for autonomous navigation of underwater robots" (2012), has garnered over 220 citations, establishing him as a leading voice in underwater visual perception — a notoriously difficult domain due to poor lighting, turbidity, and limited visibility. This work complements his broader research into artificial landmark-based localization, AUV SLAM, and probabilistic mapping systems, which collectively push the boundaries of reliable autonomous navigation in unstructured environments. Choi also contributed to the development of landmark platforms including ODIN-III and the deep-sea vehicle HEMIRE, bridging theoretical research with real-world engineering. His co-authorship on the IEEE RAS Marine Robotics Technical Committee's forward-looking survey on future marine robotics trends (142 citations) further reflects his leadership in shaping the field's research agenda. His expanding work on autonomous surface vehicles signals a continued commitment to next-generation maritime autonomy.

Research Focus

Key Achievements

11
H-Index
39
Papers
768
Total Citations
20
Avg Citations/Paper
🏆 Most Cited Paper
Vision-based object detection and tracking for autonomous navigation of underwater robots
223 citations · 2012
📈 Most Prolific Year: 2016 (7 Papers)
🤝 Key Collaborators: 71
🏛 Institutions: University of Hawaii System, Korea Research Institute of Ships and Ocean Engineering, Korea Institute of Ocean Science and Technology, Seoul National University, University of Hawaiʻi at Mānoa, Korea Advanced Institute of Science and Technology

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
Content generated · 15 days ago