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researcher

Karl Granstrom

9 papers hereh-index 10387 citations20 works total

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

author position
  • first author2
  • middle author5
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • eess.SP8
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedTrajectory Poisson multi-Bernoulli filters

93 citations · 152 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

eess.SP2022

Trajectory PMB Filters for Extended Object Tracking Using Belief Propagation

Yuxuan Xia, Ángel F. García-Fernández, Florian Meyer +3

In this paper, we propose a Poisson multi-Bernoulli (PMB) filter for extended object tracking (EOT), which directly estimates the set of object trajectories, using belief propagati…

eess.SP2022★ 11 cited

Multiple Object Trajectory Estimation Using Backward Simulation

Yuxuan Xia, Lennart Svensson, Ángel F. García-Fernández +3

This paper presents a general solution for computing the multi-object posterior for sets of trajectories from a sequence of multi-object (unlabelled) filtering densities and a mult…

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