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Kevin Ta

3 accepted papers

2024

MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty

ECCV 2024poster

"Achieving level-5 driving automation in autonomous vehicles necessitates a robust semantic visual perception system capable of parsing data from different sensors across diverse conditions. However, existing semantic perception datasets often lack important non-camera modalities typically used in a…

2024

UniCal: Unified Neural Sensor Calibration

ECCV 2024poster

"Self-driving vehicles (SDVs) require accurate calibration of LiDARs and cameras to fuse sensor data accurately for autonomy. Traditional calibration methods typically leverage fiducials captured in a controlled and structured scene and compute correspondences to optimize over. These approaches are…

Cited by 3SourcePDFScholar
2023

L2E: Lasers to Events for 6-DoF Extrinsic Calibration of Lidars and Event Cameras

ICRA 2023poster

As neuromorphic technology is maturing, its application to robotics and autonomous vehicle systems has become an area of active research. In particular, event cameras have emerged as a compelling alternative to frame-based cameras in low-power and latency-demanding applications. To enable event came…

Cited by 13SourcecodeScholar