129 citations · 718 across the 31 of their papers we have counts for
7 papers · 1 filter
Deep Learning-Based Position Detection for Hydraulic Cylinders Using Scattering Parameters
Chen Xin, Thomas Motz, Wolfgang Fuhl +2
Position detection of hydraulic cylinder pistons is crucial for numerous industrial automation applications. A typical traditional method is to excite electromagnetic waves in the…
Technical Report: Combining knowledge from Transfer Learning during training and Wide Resnets
Wolfgang Fuhl
In this report, we combine the idea of Wide ResNets and transfer learning to optimize the architecture of deep neural networks. The first improvement of the architecture is the use…
Where and What: Driver Attention-based Object Detection
Yao Rong, Naemi-Rebecca Kassautzki, Wolfgang Fuhl +1
Human drivers use their attentional mechanisms to focus on critical objects and make decisions while driving. As human attention can be revealed from gaze data, capturing and analy…
Gaze-based Object Detection in the Wild
Daniel Weber, Wolfgang Fuhl, Andreas Zell +1
In human-robot collaboration, one challenging task is to teach a robot new yet unknown objects enabling it to interact with them. Thereby, gaze can contain valuable information. We…
HPCGen: Hierarchical K-Means Clustering and Level Based Principal Components for Scan Path Genaration
Wolfgang Fuhl
In this paper, we present a new approach for decomposing scan paths and its utility for generating new scan paths. For this purpose, we use the K-Means clustering procedure to the…
GroupGazer: A Tool to Compute the Gaze per Participant in Groups with integrated Calibration to Map the Gaze Online to a Screen or Beamer Projection
Wolfgang Fuhl, Daniel Weber, Shahram Eivazi
In this paper we present GroupGaze. It is a tool that can be used to calculate the gaze direction and the gaze position of whole groups. GroupGazer calculates the gaze direction of…
Pistol: Pupil Invisible Supportive Tool to extract Pupil, Iris, Eye Opening, Eye Movements, Pupil and Iris Gaze Vector, and 2D as well as 3D Gaze
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. I…