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Rabbia Asghar

2 accepted papers

2023

Vehicle Motion Forecasting Using Prior Information and Semantic-Assisted Occupancy Grid Maps

IROS 2023poster

Motion prediction is a challenging task for autonomous vehicles due to uncertainty in the sensor data, the non-deterministic nature of future, and complex behavior of agents. In this paper, we tackle this problem by representing the scene as dynamic occupancy grid maps (DOGMs), associating semantic…

Cited by 5SourceScholar
2020

Vehicle Localization Based on Visual Lane Marking and Topological Map Matching

ICRA 2020poster

Accurate and reliable localization is crucial to autonomous vehicle navigation and driver assistance systems. This paper presents a novel approach for online vehicle localization in a digital map. Two distinct map matching algorithms are proposed: i) Iterative Closest Point (ICP) based lane level ma…

Cited by 26SourceScholar