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Shivam Gautam

3 accepted papers

2021

LaserFlow: Efficient and Probabilistic Object Detection and Motion Forecasting

RA-L 2021

In this work, we present LaserFlow, an efficient method for 3D object detection and motion forecasting from LiDAR. Unlike the previous work, our approach utilizes the native range view representation of the LiDAR, which enables our method to operate at the full range of the sensor in real-time witho

Cited by 46SourceScholar
2021

RV-FuseNet: Range View Based Fusion of Time-Series LiDAR Data for Joint 3D Object Detection and Motion Forecasting

IROS 2021poster

Robust real-time detection and motion forecasting of traffic participants is necessary for autonomous vehicles to safely navigate urban environments. In this paper, we present RV-FuseNet, a novel end-to-end approach for joint detection and trajectory estimation directly from time-series LiDAR data.…

Cited by 19SourceScholar
2017

Science-aware exploration using entropy-based planning

IROS 2017poster

Efficient exploration of unknown terrains by extraterrestrial rovers requires the development of strategies that reduce the entropy in the geological classification of a given terrain. Without such intelligent strategies, teleoperation of the rover is reliant either on human intuition or on the exha…

Cited by 10SourceScholar