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Naveed Muhammad

2 accepted papers

2025

GC-GAT: Multimodal Vehicular Trajectory Prediction Using Graph Goal Conditioning and Cross-Context Attention

RA-L 2025

Predicting future trajectories of surrounding vehicles heavily relies on what contextual information is given to a motion prediction model. The context itself can be static (lanes, regulatory elements, etc) or dynamic (traffic participants). This paper presents a lane graph-based motion prediction m

Cited by 2SourceScholar
2015

Flow feature extraction for underwater robot localization: Preliminary results

ICRA 2015poster

Underwater robots conventionally use vision and sonar sensors for perception purposes, but recently bio-inspired sensors that can sense flow have been developed. In literature, flow sensing has been shown to provide useful information about an underwater object and its surroundings. In the light of…

Cited by 17SourceScholar