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researcher

K. Granström

12 papers hereh-index 303.1k citations53 works total

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

author position
  • first author3
  • middle author8
  • last author1

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • eess.SP6
  • cs.CV2
  • cs.MA1
  • eess.SY1
  • stat.CO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedPoisson multi-Bernoulli mixture filter: direct derivation and implementation

293 citations · 604 across the 10 of their papers we have counts for

collaborators
Showing stat.COShow all

1 paper · 1 filter

stat.CO2016★ 182 cited

Poisson multi-Bernoulli conjugate prior for multiple extended object filtering

Karl Granstrom, Maryam Fatemi, Lennart Svensson

This paper presents a Poisson multi-Bernoulli mixture (PMBM) conjugate prior for multiple extended object filtering. A Poisson point process is used to describe the existence of ye…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.