Minwoo Jung
Minwoo Jung
Studying M.S in RPM Lab, SNU.

Minwoo Jung

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About Me

I earned my B.S. in Civil and Environmental Engineering (CEE) at KAIST, South Korea. After completing my undergraduate degree at KAIST, I pursued master’s studies in Mechanical Engineering (ME) at Seoul National University (SNU). I am currently a Ph.D. candidate under the guidance of Prof. Ayoung Kim in the RPM lab, Department of Mechanical Engineering at SNU.

My research primarily focuses on LiDAR sensor technologies, encompassing areas such as simultaneous localization and mapping (SLAM) and sensor fusion.

Education

  • Ph.D. in RPM Lab, Mechanical Engineering / SNU - From 2023.09.01
  • M.S. in RPM Lab, Mechanical Engineering / SNU - 2021.09.01 to 2023.08.31
  • M.S. in IRAP Lab, Civil and Environmental Engineering (leave to SNU) / KAIST - 2021.03.02 to 2021.08.27
  • Undergraduate Student Researcher at IRAP Lab - 2020.03.02 to 2021.03.01
  • B.S. in Civil and Environmental Engineering / KAIST - 2017.02.27 to 2021.02.19

Publication (Journal)

  1. Dongjae Lee, Minwoo Jung, Wooseong Yang, and Ayoung Kim, LiDAR Odometry Survey: Recent Advancements and Remaining Challenges, Intelligent Service Robotics 17, 95–118, 2024 [View] [Paper]

  2. Hyesu Jang, Minwoo Jung, and Ayoung Kim, LodeStar: Maritime Radar Descriptor for Semi-Direct Radar Odometry, IEEE Robotics and Automation Letters, vol. 9, no. 2, pp. 1684-1691, Feburary 2024 [View] [Paper] [Code]

  3. Minwoo Jung, Wooseong Yang, Dongjae Lee, Hyeonjae Gil, Giseop Kim, and Ayoung Kim, HeLiPR: Heterogeneous LiDAR Dataset for inter-LiDAR Place Recognition under Spatial and Temporal Variations, The International Journal of Robotics Research, 2024 [View] [Paper] [Homepage]

  4. Sangwoo Jung, Hyesu Jang, Minwoo Jung, Ayoung Kim, and Myung-Hwan Jeon, Imaging radar and LiDAR Image Translation for 3-DOF Extrinsic Calibration, Intelligent Service Robotics 17, 167-179, 2024 [View] [Paper]

  5. Jeongyun Kim, Myung-Hwan Jeon, Sangwoo Jung, Wooseong Yang, Minwoo Jung, Jaeho Shin, Ayoung Kim, TRansPose: Large-Scale Multispectral Dataset for Transparent Object, The International Journal of Robotics Research, 2023 [View] [Paper] [Homepage]

  6. Minwoo Jung, Sangwoo Jung, and Ayoung Kim. Asynchronous Multiple LiDAR-Inertial Odometry using Point-wise Inter-LiDAR Uncertainty Propagation, IEEE Robotics and Automation Letters, vol. 8, no. 7, pp. 4211-4218, July 2023, [View] [Paper] [Video] [Code]

  7. Eunho Lee, Minwoo Jung, Jongho Kim, Kyongsu Yi and Ayoung Kim, Robust 3D Object Detection through Distance based Adaptive Thresholding, The Journal of Korea Robotics Socity, 2023.

  8. Jeongyun Kim, Seungsang Yun, Minwoo Jung, Ayoung Kim, Younggun Cho. Automatic wall slant angle map generation using 3D point clouds, ETRI Journal, 2021, 43.4: 594-602. [View]

  9. Sangwoo Jung, Minwoo Jung, Ayoung Kim. Map Error Measuring Mechanism Design and Algorithm Robust to Lidar Sparsity, The Journal of Korea Robotics Society, 2021, 16.3: 189-198. [View]

  10. Minwoo Jung, Sangwoo Jung, Hyesu Jang, Ayoung Kim. Intensity and Ambient Enhanced Lidar-Inertial SLAM for Unstructured Construction Environment, The Journal of Korea Robotics Society, 2021, 16.3: 179-188. [View] [Code]

Publication (Conference)

  1. Hyesu Jang, Minwoo Jung, and Ayoung Kim, RaPlace: Place Recognition for Imaging Radar using Radon Transform and Mutable Threshold, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, USA, 2023, pp. 11194-11201 [View] [Paper] [Code]

  2. Seungsang Yun, Minwoo Jung, Jeongyun Kim, Sangwoo Jung, Younghun Cho, Myung-Hwan Jeon, Giseop Kim, and Ayoung Kim. STheReO: Stereo Thermal Dataset for Research in Odometry and Mapping., 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 2022, pp. 3857-3864 [View] [Paper] [Homepage]

Wokrshop & Poster

  1. Eunho Lee, Minwoo Jung, and Ayoung Kim, Toward Robust LiDAR based 3D Object Detection via Density-Aware Adaptive Thresholding, Field Robotics Workshop, 2024 , 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japn, 2024 [Paper]

  2. Minwoo Jung, Dongjae Lee, Wooseong Yang, and Ayoung Kim, HeLiPR: Heterogeneous LiDAR Dataset for inter-LiDAR Place Recognition in Spatial and Temporal Variation Environments, Novel Sensors Workshop, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, USA, 2023

  3. Dongjae Lee, Minwoo Jung and Ayoung Kim, ConPR: Ongoing Construction Site Dataset for Place Recognition, Closing the Loop on Localization: What Are We Localizing For, and How Does That Shape Everything We Should Do? Workshop, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, USA, 2023 Homepage

  4. Sangwoo Jung, Hyesu Jang, Minwoo Jung, Myung-Hwan Jeon and Ayoung Kim, CycleGAN-based Imaging Radar to LiDAR Image Translation for 2D Extrinsic Calibration, Novel Sensors Workshop, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, USA, 2023

  5. Minwoo Jung, Sangwoo Jung, and Ayoung Kim. MA-LIO: Multiple Asynchronous LiDAR-Inertial Odometry with Time-dependent Point-wise Uncertainty, Towards Safe Autonomy: New Challenges and Trends in Robot Perception Workshop in Robotics: Science and Systems Workshop, July 2023, Dual Submission [Poster] [Paper]

  6. Hyesu Jang, Minwoo Jung, Sangwoo Jung, and Ayoung Kim. Radar-based Angular Correction for Tightly-coupled LiDAR Odometry., PNARUDE Workshop, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 2022, pp. 3857-3864. [View]

  7. Minwoo Jung and Ayoung Kim. Pointclouds Integration from Aerial and Ground View Exploiting Normal Vector and Pose Graph Optimization, ICRA 2022 Late Breaking Results (poster only, not published) [Poster] [Paper]

Honors and Awards

  • Best Overall Presentation Award in IROS 2023 Workshop (2nd author) - 2023.10.01
  • Seoul National University Best (M.S) thesis award - 2023.08.29
  • Ranked 4th in the Lidar Single Session category at the Hilti SLAM Challenge 2023 - 2023.05.31
  • Received the citation from the Korea Concrete Institute - 2021.02.19
  • Received the development Foundation Chairman Award from KAIST - 2021.02.19
  • Received Cum Laude Grades on Graduation - 2021.02.19
  • Listed on Dean’s list of CEE, KAIST - Fall semester, 2019
  • Participated 2019 University of Sydney-KAIST Undergraduate Research School for Smart, Resilient, Sustainable Built Environment - Summer semester, 2019
  • Participate Bio-Digital City Workshop in Paris - Summer semester, 2018
  • Received the Second Prize from KAIST Urban Design Competition 2017: Zero Energy City Design - Fall semester, 2017

Skills

  • Programming Tools - C/C++, Python, Matlab, ROS, GTSAM, Symforce, Pytorch

Reviewer

  • The International Journal of Robotics Research (IJRR)
  • IEEE Robotics and Automation Letters (RA-L)
  • IEEE International Conference on Intelligent Robots and Systems (IROS)

Non-Academic

  • Executive Member of the KAIST Club Union - Spring semester, 2020
  • President of the Student Council of the Band Music Division of the KAIST Club Union - 2019.03.04 to 2020.03.02
  • Student President of the CEE - 2019.03.04 to 2020.03.02
  • KAIST Art and Music Festival Special Planning Committee - Summer semester, 2019
  • Student Representative of the CEE - 2018.03.02 to 2019.03.03
  • KAIST Modern Rock Band Twilight Keyboardist - From 2017.02.28

Contact

For more information about me, please visit my GitHub or contact me via E-mail.