Biography
Korea Advanced Institute of Science and Technology (KAIST), Ph.D. in Robotics Program (Aug. 2022)
- Thesis: Adaptive 3D Object Tracking and Socio-Physically Acceptable Human Trajectory Prediction Using BERT for Social Navigation
Korea Advanced Institute of Science and Technology (KAIST), M.S. in Robotics Program (Feb. 2011)
- Thesis: Target Following for the Robotic Fish Using Evolutionary Optimized CPG and Gyro Sensor-based Vision Sway Compensation Module
Pohang University of Science and Technology (POSTECH), B.S. in Mechanical Engineering (Feb. 2009)
Careers
Seoul National University of Science and Technology, Assistant Professor (Sep. 2024 ~ Present)
- Department of Mechanical System Design Engineering
Electronics and Telecommunications Research Institute, Principal Researcher (Feb. 2011 ~ Aug. 2024)
- Mobility·Robot Research Division, Field Robotics Research Section
Research Areas
Motion Intelligence
- 3D Detection and Tracking of Moving Objects: 3D Semantic/Instance Segmentation, 3D Multi-Object Tracking
- Object Trajectory Prediction: Pedestrian, Vehicle
Action Intelligence
- Socio-Physical Understanding in Crowded Space
- Vision and Language Navigation: Object Goal Navigation, Language-guided Navigation
- Vision-Language-Action Models: Reinforcement Learning, Imitation Learning
Robot Applications of AI
- Socially-aware Navigation
- Object Goal Navigation
- Language-guided Navigation
Teaching
Introduction to Artificial Intelligence
Introduction to Programming
Selected Publications
- Dong-Hyun Lee, Sunglok Choi, Ki-In Na, “ASAP: Agile and Safe Pursuit for Local Planning of Autonomous Mobile Robots,” IEEE Access, vol. 12, pp. 99600-99613, 2024.
- Ki-In Na, Ue-Hwan Kim, and Jong-Hwan Kim, “SPU-BERT: Faster human multi-trajectory prediction from socio-physical understanding of BERT,” Knowledge-Based Systems, vol. 274, pp. 110637, 2023.
- Ki-In Na, and Byungjae Park, “Real‐time 3D Multi‐pedestrian Detection and Tracking Using 3D LiDAR Point Cloud for Mobile Robot,” ETRI Journal, vol. 45, issue 5, pp. 836-846, 2023.
- Soohwan Song, Ki-In Na, Wonpil Yu, “Anytime Lifelong Multi-Agent Pathfinding in Topological Maps,” IEEE Access, vol. 11, pp. 20365-20380, 2023.
- Ki-In Na, Sunglok Choi, and Jong-Hwan Kim, “Adaptive Target Tracking with Interacting Heterogeneous Motion Models,” IEEE Trans. on Intelligent Transportation System, vol. 23 issue 11, pp. 21301-21313, 2022.
- Hochul Shin, Ki-In Na, Jiho Chang, and Taeyoung Um, “Multimodal Layer Surveillance Map Based Anomaly Detection Using Multi-Agents for Smart City Security,” ETRI Journal, vol. 44, issue 2, pp. 183-193, 2022.
- Ki-In Na, Byungjae Park, Jong-Hwan Kim, "SPriorSeg: Fast Road-Object Segmentation using Deep Semantic Prior for Sparse 3D Point Clouds," IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2020, pp. 3928-3933.
- Ki-In Na and Beomsu Seo, “Drivable Space Expansion from the Ground Base for Complex Structured Roads,” IEEE International Conference on Systems, Man, and Cybernetics, Oct. 2016, pp. 373-378.
- Byungjae Park, Ki-In Na, Jaemin Byun, and Woo Young Han, “Local Motion Planning using Closed-Loop Forward Simulation for Autonomous Vehicle,” IEEE International Conference on Systems, Man, and Cybernetics, Oct. 2016, pp. 1988-1993.
- Jaemin Byun, Ki-In Na, Beomsu Seo, and Myungchan Roh, “Drivable Road Detection with 3D Point Clouds based on the MRF for Intelligent Vehicle,” International Conference on Field and Service Robots, Dec. 2013, pp. 1-13.
- Ki-In Na, In-Bae Jeong, Seungbeom Han, and Jong-Hwan Kim, “Target Following with a Vision Sway Compensation for Robotic Fish Fibo,” IEEE International Conference on Robotics and Biomimetics, Dec. 2011, pp. 2114-2119.
- Ki-In Na, Chang-Soo Park, In-Bae Jeong, Seungbeom Han, and Jong-Hwan Kim “Locomotion Generator for Robotic Fish Using an Evolutionary Optimized Central Pattern Generator,” IEEE International Conference on Robotics and Biomimetics, Dec. 2010, pp. 1069-1074.
Journal Papers
◾ ASAP: Agile and Safe Pursuit for Local Planning of Autonomous Mobile Robots, IEEE ACCESS, vol.12 pp.99600~99613, 2024나기인
◾ Validation of 4DOF maneuvering coefficients optimization using hydrodynamic force and moment estimated from free-running model test results, INTERNATIONAL JOURNAL OF NAVAL ARCHITECTURE AND OCEAN ENGINEERING, vol.16, 2024나기인
◾ Real-time 3D multi-pedestrian detection and tracking using 3D LiDAR point cloud for mobile robot, ETRI JOURNAL, vol.45 No.5 pp.836~846, 2023나기인
◾ SPU-BERT: Faster human multi-trajectory prediction from socio-physical understanding of BERT, KNOWLEDGE-BASED SYSTEMS, vol.274, 2023나기인
◾ Anytime Lifelong Multi-Agent Pathfinding in Topological Maps, IEEE ACCESS, vol.11 pp.20365~20380, 2023나기인
◾ Adaptive Target Tracking With Interacting Heterogeneous Motion Models, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, vol.23 No.11 pp.21301~21313, 2022나기인
◾ Multimodal layer surveillance map based on anomaly detection using multi-agents for smart city security, ETRI JOURNAL, vol.44 No.2 pp.183~193, 2022나기인
Miscellaneous
Korea Robotic Society (KRoC), Daejeon Chungcheong Chapter, Vice Chairman (Jan. 2022 ~ Dec. 2022)