no code implementations • 25 Dec 2023 • Yi-Hsin Chen, Hong-Sheng Xie, Cheng-Wei Chen, Zong-Lin Gao, Wen-Hsiao Peng, Martin Benjak, Jörn Ostermann
Conditional coding has lately emerged as the mainstream approach to learned video compression.
1 code implementation • 3 Feb 2023 • Daniel Gritzner, Jörn Ostermann
Aerial image segmentation is the basis for applications such as automatically creating maps or tracking deforestation.
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 • 5 Dec 2018 • Felix Haub, Thorsten Laude, Jörn Ostermann
The efficiency of motion compensated prediction in modern video codecs highly depends on the available reference pictures.
no code implementations • NIPS Workshop CDNNRIA 2018 • Thorsten Laude, Yannick Richter, Jörn Ostermann
With the deployment of neural networks on mobile devices and the necessity of transmitting neural networks over limited or expensive channels, the file size of the trained model was identified as bottleneck.
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.