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researcher

P. Lakner

7 papers hereh-index 14925 citations32 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • math.PR4
  • cs.CV3
same name
  • P. Lakner — 2 papers, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132022
most citedLatentFormer: Multi-Agent Transformer-Based Interaction Modeling and Trajectory Prediction

13 citations · 27 across the 7 of their papers we have counts for

collaborators
Showing 2020 · cs.CVShow all

2 papers · 2 filters

cs.CV2020★ 8 cited

PePScenes: A Novel Dataset and Baseline for Pedestrian Action Prediction in 3D

Amir Rasouli, Tiffany Yau, Peter Lakner +3

Predicting the behavior of road users, particularly pedestrians, is vital for safe motion planning in the context of autonomous driving systems. Traditionally, pedestrian behavior…

cs.CV2020★ 4 cited

Graph-SIM: A Graph-based Spatiotemporal Interaction Modelling for Pedestrian Action Prediction

Tiffany Yau, Saber Malekmohammadi, Amir Rasouli +3

One of the most crucial yet challenging tasks for autonomous vehicles in urban environments is predicting the future behaviour of nearby pedestrians, especially at points of crossi…

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