Deep Learning based Vehicle Position and Orientation Estimation via Inverse Perspective Mapping Image Y Kim, D Kum IEEE Intelligent Vehicles Symposium (IV), 2019 | 65 | 2019 |
GRIF Net: Gated Region of Interest Fusion Network for Robust 3D Object Detection from Radar Point Cloud and Monocular Image Y Kim, JW Choi, D Kum IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020 | 53* | 2020 |
CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer Y Kim, S Kim, JW Choi, D Kum AAAI Conference on Artificial Intelligence (AAAI), 2023 | 51 | 2023 |
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception Y Kim, S Kim, J Shin, JW Choi, D Kum IEEE/CVF International Conference on Computer Vision (ICCV), 2023 | 44 | 2023 |
Low-level Sensor Fusion for 3D Vehicle Detection using Radar Range-Azimuth Heatmap and Monocular Image J Kim*, Y Kim*, D Kum Asian Conference on Computer Vision (ACCV), 2020 | 34* | 2020 |
Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision Y Kim, S Kim, S Sim, JW Choi, D Kum IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2022 | 12 | 2022 |
Autonomous Driving Technology Trend and Future Outlook: Powered by Artificial Intelligence S Kim, Y Kim, H Jeon, D Kum, K Lee Transactions of Korean Society of Automotive Engineers (Trans. KSAE), 2022 | 10 | 2022 |
Joint Semi-Supervised and Active Learning via 3D Consistency for 3D Object Detection S Hwang, S Kim, Y Kim, D Kum IEEE/RSJ International Conference on Robotics and Automation (ICRA), 2023 | 3 | 2023 |
Predict to Detect: Prediction-guided 3D Object Detection using Sequential Images S Kim, Y Kim, IJ Lee, D Kum IEEE/CVF International Conference on Computer Vision (ICCV), 2023 | 2 | 2023 |
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection S Kim, Y Kim, S Hwang, H Jeong, D Kum arXiv preprint arXiv:2407.10164, 2024 | 1 | 2024 |
Electronic device for camera and radar sensor fusion-based three-dimensional object detection and operating method thereof D Kum, Y Kim US Patent 11,754,701, 2023 | | 2023 |
Sequential Image-based 3D Object Detection with Location Refinement S Sim, Y Kim, D Kum IEEE International Conference on Pattern Recognition (ICPR), 2022 | | 2022 |