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Current trends in human pupil localization: a review
Pupil localization extracts pupil center coordinates from images and videos of the human
eye along with the pupillary boundary. Pupil localization essentially plays a major role in …
eye along with the pupillary boundary. Pupil localization essentially plays a major role in …
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
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 …
direction and the gaze position of whole groups. GroupGazer calculates the gaze direction …
Tensor normalization and full distribution training
W Fuhl - arxiv preprint arxiv:2109.02345, 2021 - arxiv.org
In this work, we introduce pixel wise tensor normalization, which is inserted after rectifier
linear units and, together with batch normalization, provides a significant improvement in the …
linear units and, together with batch normalization, provides a significant improvement in the …
Maximum and leaky maximum propagation
In this work, we present an alternative to conventional residual connections, which is
inspired by maxout nets. This means that instead of the addition in residual connections, our …
inspired by maxout nets. This means that instead of the addition in residual connections, our …
Technical report: Combining knowledge from transfer learning during training and wide resnets
W Fuhl - arxiv preprint arxiv:2206.09697, 2022 - arxiv.org
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 of …
architecture of deep neural networks. The first improvement of the architecture is the use of …
Using deep learning to increase eye-tracking robustness, accuracy, and precision in virtual reality
Algorithms for the estimation of gaze direction from mobile and video-based eye trackers
typically involve tracking a feature of the eye that moves through the eye camera image in a …
typically involve tracking a feature of the eye that moves through the eye camera image in a …
Hpcgen: Hierarchical k-means clustering and level based principal components for scan path genaration
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 …
generating new scan paths. For this purpose, we use the K-Means clustering procedure to …
Zero shot learning in pupil detection
W Fuhl - Proceedings of the 2024 Symposium on Eye Tracking …, 2024 - dl.acm.org
In eye tracking, pupil detection is a crucial step for gaze estimation. While there are a
plethora of datasets with accurate annotations, new devices, such as differently placed …
plethora of datasets with accurate annotations, new devices, such as differently placed …
Towards energy efficient mobile eye tracking for AR glasses through optical sensor technology
J Meyer - arxiv preprint arxiv:2212.03189, 2022 - arxiv.org
After the introduction of smartphones and smartwatches, AR glasses are considered the next
breakthrough in the field of wearables. While the transition from smartphones to …
breakthrough in the field of wearables. While the transition from smartphones to …
An easily compatible eye-tracking system for freely-moving small animals
Measuring eye movement is a fundamental approach in cognitive science as it provides a
variety of insightful parameters that reflect brain states such as visual attention and …
variety of insightful parameters that reflect brain states such as visual attention and …