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cs.CV2024★ 2 cited
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking
Pranav Singh Chib, Pravendra Singh
Pedestrian trajectory prediction is crucial for several applications such as robotics and self-driving vehicles. Significant progress has been made in the past decade thanks to the…
cs.CV2024
CCF: Cross Correcting Framework for Pedestrian Trajectory Prediction
Pranav Singh Chib, Pravendra Singh
Accurately predicting future pedestrian trajectories is crucial across various domains. Due to the uncertainty in future pedestrian trajectories, it is important to learn complex s…
cs.CV2024★ 3 cited
LG-Traj: LLM Guided Pedestrian Trajectory Prediction
Pranav Singh Chib, Pravendra Singh
Accurate pedestrian trajectory prediction is crucial for various applications, and it requires a deep understanding of pedestrian motion patterns in dynamic environments. However,…