no code implementations • 12 Dec 2023 • Daniel Weber
Robots are becoming increasingly popular in a wide range of environments due to their exceptional work capacity, precision, efficiency, and scalability.
1 code implementation • 6 Jul 2023 • Johannes Jakubik, Daniel Weber, Patrick Hemmer, Michael Vössing, Gerhard Satzger
Hence, human-in-the-loop (HITL) extensions to ML models add a human review for instances that are difficult to classify.
no code implementations • 29 Mar 2022 • Daniel Weber, Wolfgang Fuhl, Andreas Zell, Enkelejda Kasneci
For this purpose, we explore different sizes of temporal windows, which serve as a basis for the computation of heatmaps, i. e., the spatial distribution of the gaze data.
1 code implementation • 31 Jan 2022 • Daniel Weber, Maximilian Schenke, Oliver Wallscheid
Reinforcement learning (RL) is a promising, upcoming topic in automatic control applications.
no code implementations • 19 Jan 2022 • Wolfgang Fuhl, Daniel Weber, Shahram Eivazi
In this paper we present GroupGaze.
no code implementations • 18 Jan 2022 • Wolfgang Fuhl, Daniel Weber, Shahram Eivazi
This paper describes a feature extraction and gaze estimation software, named \textit{Pistol} that can be used with Pupil Invisible projects and other eye trackers in the future.
no code implementations • 5 May 2021 • Daniel Weber, Clemens Gühmann
The application of neural networks to non-linear dynamic system identification tasks has a long history, which consists mostly of autoregressive approaches.
no code implementations • 15 Apr 2021 • Daniel Weber, Clemens Gühmann, Thomas Seel
We gather six publicly available datasets of which we exploit two datasets for the method development and the training, and we use four datasets for evaluation of the trained estimator in three different test scenarios with varying practical relevance.
no code implementations • 11 Jan 2021 • Wolfgang Fuhl, Daniel Weber, Shahram Eivazi
However, human gaze acquisition in the browser also has disadvantages, such as inaccuracies via webcam and the restriction that the user must first allow access to the camera.
no code implementations • 14 May 2020 • Daniel Weber, Clemens Gühmann, Thomas Seel
Inertial measurement units are commonly used to estimate the attitude of moving objects.
1 code implementation • 11 May 2020 • Henrik Bode, Stefan Heid, Daniel Weber, Eyke Hüllermeier, Oliver Wallscheid
Micro- and smart grids (MSG) play an important role both for integrating renewable energy sources in conventional electricity grids and for providing power supply in remote areas.
Systems and Control Systems and Control