Jun Won Choi

1. CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception
   2023/04/03 by Young-Seok Kim, Kim, Youngseok, Juyeb Shin +8 · 15 citations
   Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced SAR Imaging Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
2. CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer
   2022/09/14 by Young-Seok Kim, Sanmin Kim, Kim, Youngseok +5 · 12 citations
   Engineering · #Advanced SAR Imaging Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Robotics (cs.RO) #Welding Techniques and Residual Stresses
3. RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features
   2024/03/08 by Geonho Bang, Bang, Geonho, Kwang-Jin Choi +7 · 11 citations
   Engineering · #Advanced SAR Imaging Techniques #Geophysical Methods and Applications #Radar Systems and Signal Processing
4. Probabilistic Vehicle Trajectory Prediction over Occupancy Grid Map via Recurrent Neural Network
   2017/04/24 by ByeoungDo Kim, Chang Mook Kang, Kim, ByeoungDo +11 · 5 citations
   Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
5. R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement
   2022/11/16 by Sehwan Choi, Choi, Sehwan, Jungho Kim +5 · 7 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Time Series Analysis and Forecasting
6. Sequence-to-Sequence Prediction of Vehicle Trajectory via LSTM\n Encoder-Decoder Architecture
   2018/02/18 by Seong Hyeon Park, Park, Seong Hyeon, ByeongDo Kim +7 · 4 citations
   Computer Science · Engineering · Social Sciences · #Data Management and Algorithms #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
7. RCM-Fusion: Radar-Camera Multi-Level Fusion for 3D Object Detection
   2023/07/17 by Jisong Kim, Minjae Seong, Kim, Jisong +7 · 7 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced SAR Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies
8. Deep Learning-based Beam Tracking for Millimeter-wave Communications\n under Mobility
   2021/02/19 by Sun Hong Lim, Lim, Sun Hong, Sunwoo Kim +5 · 3 citations
   Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
9. CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
   2024/11/05 by Jisong Kim, Kim, Jisong, Minjae Seong +3 · 7 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies
10. ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder
    2024/12/11 by Jung Ho Kim, Chengyang Kang, Kim, Jungho +6 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
11. Robust Deep Multi-modal Learning Based on Gated Information Fusion Network
    2018/07/17 by Jaekyum Kim, Junho Koh, Kim, Jaekyum +9 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Video Surveillance and Tracking Methods
12. Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision
    2022/10/29 by Young-Seok Kim, Kim, Youngseok, Sanmin Kim +7 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
13. New Beam Tracking Technique for Millimeter Wave-band Communications
    2017/02/01 by Jisu Bae, Bae, Jisu, Sun Hong Lim +5 · 3 citations
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling
14. Downlink Pilot Precoding and Compressed Channel Feedback for FDD-Based Cell-Free Systems
    2019/09/16 by Seungnyun Kim, Jun Won Choi, Kim, Seungnyun +3 · 1 citation
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Full-Duplex Wireless Communications
15. 3D Dual-Fusion: Dual-Domain Dual-Query Camera-LiDAR Fusion for 3D Object Detection
    2022/11/24 by Yecheol Kim, Kim, Yecheol, Konyul Park +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
16. PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network
    2024/03/04 by Jisong Kim, Kim, Jisong, Geonho Bang +11 · 1 citation
    Engineering · Environmental Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Remote Sensing and LiDAR Applications
17. Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection
    2024/06/17 by Yecheol Kim, Kim, Yecheol, Junho Lee +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Video Surveillance and Tracking Methods