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Hongbeen Park

3 accepted papers

2024

LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System

ECCV 2024poster

"Simultaneous Localization and Mapping (SLAM) has been crucial across various domains, including autonomous driving, mobile robotics, and mixed reality. Dense visual SLAM, leveraging RGB-D camera systems, offers advantages but faces challenges in achieving real-time performance, robustness, and scal…

Cited by 0SourcePDFScholar
2024

Learning Temporal Cues by Predicting Objects Move for Multi-camera 3D Object Detection

ICRA 2024poster

In autonomous driving and robotics, there is a growing interest in utilizing short-term historical data to enhance multi-camera 3D object detection, leveraging the continuous and correlated nature of input video streams. Recent work has focused on spatially aligning BEV-based features over timesteps…

Cited by 0SourceScholar
2024

VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual Descriptions

ECCV 2024poster

"Predicting future trajectories for other road agents is an essential task for autonomous vehicles. Established trajectory prediction methods primarily use agent tracks generated by a detection and tracking system and HD map as inputs. In this work, we propose a novel method that also incorporates v…