Search Results for author: Karl Granstrom

Found 3 papers, 1 papers with code

Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering

no code implementations27 Feb 2018 Samuel Scheidegger, Joachim Benjaminsson, Emil Rosenberg, Amrit Krishnan, Karl Granstrom

In this paper, we aim at filling this gap by developing a multi-object tracking algorithm that takes an image as input and produces trajectories of detected objects in a world coordinate system.

3D Multi-Object Tracking Autonomous Vehicles +2

Poisson multi-Bernoulli conjugate prior for multiple extended object filtering

1 code implementation20 May 2016 Karl Granstrom, Maryam Fatemi, Lennart Svensson

Both the prediction and the update preserve the PMBM form of the density, and in this sense the PMBM density is a conjugate prior.

Extended Object Tracking: Introduction, Overview and Applications

no code implementations14 Mar 2016 Karl Granstrom, Marcus Baum, Stephan Reuter

This article provides an elaborate overview of current research in extended object tracking.

Object Object Tracking

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