no code implementations • 13 Feb 2023 • Sontje Ihler, Felix Kuhnke, Svenja Spindeldreier
Computer aided diagnosis (CAD) has gained an increased amount of attention in the general research community over the last years as an example of a typical limited data application - with experiments on labeled 100k-200k datasets.
1 code implementation • IEEE Transactions on Biometrics, Behavior, and Identity Science 2023 • Felix Kuhnke, Jörn Ostermann
We propose a strategy to exploit the relative pose introduced by pose-altering augmentations between augmented image pairs, to allow the network to benefit from relative pose labels during training on unlabeled data.
1 code implementation • 9 Feb 2020 • Felix Kuhnke, Lars Rumberg, Jörn Ostermann
In this work, we introduce our submission to the Affective Behavior Analysis in-the-wild (ABAW) 2020 competition.
no code implementations • ICCV 2019 • Felix Kuhnke, Jorn Ostermann
We are the first to present domain adaptation for head pose estimation with a focus on partially shared and continuous label spaces.
Ranked #10 on Head Pose Estimation on BIWI (using extra training data)
no code implementations • 2 May 2018 • Maren Awiszus, Stella Graßhof, Felix Kuhnke, Jörn Ostermann
The proposed feature is compared to a state-of-the-art method for expression intensity estimation, which it outperforms.