Search Results for author: Florian Pfaff

Found 3 papers, 1 papers with code

Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling

2 code implementations8 Apr 2024 Olaf Dünkel, Tim Salzmann, Florian Pfaff

Normalizing flows have proven their efficacy for density estimation in Euclidean space, but their application to rotational representations, crucial in various domains such as robotics or human pose modeling, remains underexplored.

Density Estimation

Three-dimensional Simultaneous Shape and Pose Estimation for Extended Objects Using Spherical Harmonics

no code implementations25 Dec 2020 Gerhard Kurz, Florian Faion, Florian Pfaff, Antonio Zea, Uwe D. Hanebeck

We propose a new recursive method for simultaneous estimation of both the pose and the shape of a three-dimensional extended object.

Object Pose Estimation

Directional Statistics and Filtering Using libDirectional

no code implementations28 Dec 2017 Gerhard Kurz, Igor Gilitschenski, Florian Pfaff, Lukas Drude, Uwe D. Hanebeck, Reinhold Haeb-Umbach, Roland Y. Siegwart

In this paper, we present libDirectional, a MATLAB library for directional statistics and directional estimation.

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