About Me

Research Interests

My channels


Selected Publications

Sorted by time, all bibs are found here.

  1. BroadBEV: Collaborative LiDAR-camera Fusion for Broad-sighted Bird's Eye View Map Construction

    TLDR: "Camera+LiDAR collaborative attention for BEV map generation"

    Minsu Kim, Giseop Kim, Kyong Hwan Jin, and Sunwook Choi

    ICRA 2024 β€” Paper (arxiv), Code, Video

  2. HeLiPR: Heterogeneous LiDAR Dataset for inter-LiDAR Place Recognition under Spatial and Temporal Variations

    TLDR: "Heterogeneous LiDAR Dataset for multi-session LiDAR localization. Including a 4D (XYZ + velocity) LiDAR."

    Minwoo Jung, Wooseong Yang, Dongjae Lee, Hyeonjae Gil, Giseop Kim, and Ayoung Kim

    IJRR, 2024 β€” Paper, Paper (arxiv), Dataset website

  3. ORORA: Outlier-Robust Radar Odometry

    TLDR: "Outlier-Robust Radar Odometry!"

    Hyungtae Lim, Kawon Han, Gunhee Shin, Giseop Kim, Songcheol Hong, and Hyun Myung

    ICRA 2023 β€” Paper, Code, Video

  4. STheReO: Stereo Thermal Dataset for Research in Odometry and Mapping

    TLDR*: "Thermal camera dataset for SLAM researches in outdoors"*

    Seungsang Yun, Minwoo Jung, Jeongyun Kim, Sangwoo Jung, Younghun Cho, Myung-Hwan Jeon, Giseop Kim, and Ayoung Kim

    IROS 2022 β€” Dataset site, Paper, Video

  5. OpenStreetMap-based LiDAR Global Localization without a Prior LiDAR Map

    TLDR*: "LiDAR localization β€” No need to visit places in advance"*

    Younghun Cho, Giseop Kim, Sang-min Lee, and Jee-Hwan Ryu

    RA-L (with ICRA 2022) β€” Paper (arxiv), Code, Video

  6. LT-mapper: A Modular Framework for LiDAR-based Lifelong Mapping

    TLDR*: "Multi-session alignment, change-detection, and map update. Using only a single LiDAR."*

    Giseop Kim and Ayoung Kim

    ICRA 2022 β€” Paper, Code, Videos (demo, presentation)

  7. Scan Context++: Structural Place Recognition Robust to Rotation and Lateral Variations in Urban Environments

    TLDR*: "An improved LiDAR place recognition for complex urban sites"*

    Giseop Kim, Sunwook Choi, and Ayoung Kim / joint work with NAVER LABS

    T-RO, 2022 β€” Paper (arxiv), Summary, Paper (xplore), Code, Video