b'Wolfgang Fuhl'

research

∙ 03/10/2023

Resource saving taxonomy classification with k-mer distributions and machine learning

Modern high throughput sequencing technologies like metagenomic sequenci...

0 Wolfgang Fuhl, et al. ∙

research

∙ 03/01/2023

Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction

For successful deployment of robots in multifaceted situations, an under...

0 Daniel Weber, et al. ∙

research

∙ 06/20/2022

Technical Report: Combining knowledge from Transfer Learning during training and Wide Resnets

In this report, we combine the idea of Wide ResNets and transfer learnin...

0 Wolfgang Fuhl, et al. ∙

research

∙ 04/26/2022

Where and What: Driver Attention-based Object Detection

Human drivers use their attentional mechanisms to focus on critical obje...

4 Yao Rong, et al. ∙

research

∙ 03/29/2022

Gaze-based Object Detection in the Wild

In human-robot collaboration, one challenging task is to teach a robot n...

29 Daniel Weber, et al. ∙

research

∙ 01/19/2022

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 ...

0 Wolfgang Fuhl, et al. ∙

research

∙ 01/19/2022

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 cal...

0 Wolfgang Fuhl, et al. ∙

research

∙ 01/18/2022

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

This paper describes a feature extraction and gaze estimation software, ...

4 Wolfgang Fuhl, et al. ∙

research

∙ 09/06/2021

Tensor Normalization and Full Distribution Training

In this work, we introduce pixel wise tensor normalization, which is ins...

0 Wolfgang Fuhl, et al. ∙

research

∙ 05/21/2021

Maximum and Leaky Maximum Propagation

In this work, we present an alternative to conventional residual connect...

0 Wolfgang Fuhl, et al. ∙

research

∙ 02/03/2021

TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types

We present TEyeD, the world's largest unified public data set of eye ima...

8 Wolfgang Fuhl, et al. ∙

research

∙ 02/03/2021

1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning

In this paper we present a new approach for pupil segmentation. It can b...

1 Wolfgang Fuhl, et al. ∙

research

∙ 01/12/2021

A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis

We present a new dataset with annotated eye movements. The dataset consi...

0 Wolfgang Fuhl, et al. ∙

research

∙ 01/11/2021

The Gaze and Mouse Signal as additional Source for User Fingerprints in Browser Applications

In this work we inspect different data sources for browser fingerprints....

0 Wolfgang Fuhl, et al. ∙

research

∙ 10/02/2020

Rotated Ring, Radial and Depth Wise Separable Radial Convolutions

Simple image rotations significantly reduce the accuracy of deep neural ...

0 Wolfgang Fuhl, et al. ∙

research

∙ 10/02/2020

Weight and Gradient Centralization in Deep Neural Networks

Batch normalization is currently the most widely used variant of interna...

0 Wolfgang Fuhl, et al. ∙

research

∙ 10/02/2020

Explainable Online Validation of Machine Learning Models for Practical Applications

We present a reformulation of the regression and classification, which a...

29 Wolfgang Fuhl, et al. ∙

research

∙ 06/12/2020

Multi Layer Neural Networks as Replacement for Pooling Operations

Pooling operations are a layer found in almost every modern neural netwo...

0 Wolfgang Fuhl, et al. ∙

research

∙ 02/20/2020

Differential Privacy for Eye Tracking with Temporal Correlations

Head mounted displays bring eye tracking into daily use and this raises ...

1 Efe Bozkir, et al. ∙

research

∙ 02/17/2020

Reinforcement learning for the manipulation of eye tracking data

In this paper, we present an approach based on reinforcement learning fo...

63 Wolfgang Fuhl, et al. ∙

research

∙ 02/17/2020

Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction

In this paper, we use fully convolutional neural networks for the semant...

0 Wolfgang Fuhl, et al. ∙

research

∙ 05/24/2019

Training decision trees as replacement for convolution layers

We present an alternative layer to convolution layers in convolutional n...

0 Wolfgang Fuhl, et al. ∙

research

∙ 01/29/2019

Validation loss for landmark detection

We present a new loss function for the validation of image landmarks det...

12 Wolfgang Fuhl, et al. ∙

research

∙ 08/27/2018

Eye movement velocity and gaze data generator for evaluation, robustness testing and assess of eye tracking software and visualization tools

Eye movements hold information about human perception, intention, and co...

0 Wolfgang Fuhl, et al. ∙

research

∙ 03/28/2018

Eye movement simulation and detector creation to reduce laborious parameter adjustments

Eye movements hold information about human perception, intention and cog...

0 Wolfgang Fuhl, et al. ∙

research

∙ 12/24/2017

PuRe: Robust pupil detection for real-time pervasive eye tracking

Real-time, accurate, and robust pupil detection is an essential prerequi...

0 Thiago Santini, et al. ∙

research

∙ 11/09/2017

Fast camera focus estimation for gaze-based focus control

Many cameras implement auto-focus functionality. However, they typically...

0 Wolfgang Fuhl, et al. ∙

research

∙ 10/30/2017

PupilNet v2.0: Convolutional Neural Networks for CPU based real time Robust Pupil Detection

Real-time, accurate, and robust pupil detection is an essential prerequi...

0 Wolfgang Fuhl, et al. ∙

research

∙ 01/19/2016

PupilNet: Convolutional Neural Networks for Robust Pupil Detection

Real-time, accurate, and robust pupil detection is an essential prerequi...

0 Wolfgang Fuhl, et al. ∙

Wolfgang Fuhl

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