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03/10/2023
Resource saving taxonomy classification with k-mer distributions and machine learning
Modern high throughput sequencing technologies like metagenomic sequenci...
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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...
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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...
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04/26/2022
Where and What: Driver Attention-based Object Detection
Human drivers use their attentional mechanisms to focus on critical obje...
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03/29/2022
Gaze-based Object Detection in the Wild
In human-robot collaboration, one challenging task is to teach a robot n...
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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 ...
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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...
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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, ...
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09/06/2021
Tensor Normalization and Full Distribution Training
In this work, we introduce pixel wise tensor normalization, which is ins...
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05/21/2021
Maximum and Leaky Maximum Propagation
In this work, we present an alternative to conventional residual connect...
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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...
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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...
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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...
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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....
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10/02/2020
Rotated Ring, Radial and Depth Wise Separable Radial Convolutions
Simple image rotations significantly reduce the accuracy of deep neural ...
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10/02/2020
Weight and Gradient Centralization in Deep Neural Networks
Batch normalization is currently the most widely used variant of interna...
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10/02/2020
Explainable Online Validation of Machine Learning Models for Practical Applications
We present a reformulation of the regression and classification, which a...
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06/12/2020
Multi Layer Neural Networks as Replacement for Pooling Operations
Pooling operations are a layer found in almost every modern neural netwo...
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02/20/2020
Differential Privacy for Eye Tracking with Temporal Correlations
Head mounted displays bring eye tracking into daily use and this raises ...
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02/17/2020
Reinforcement learning for the manipulation of eye tracking data
In this paper, we present an approach based on reinforcement learning fo...
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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...
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05/24/2019
Training decision trees as replacement for convolution layers
We present an alternative layer to convolution layers in convolutional n...
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01/29/2019
Validation loss for landmark detection
We present a new loss function for the validation of image landmarks det...
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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...
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03/28/2018
Eye movement simulation and detector creation to reduce laborious parameter adjustments
Eye movements hold information about human perception, intention and cog...
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12/24/2017
PuRe: Robust pupil detection for real-time pervasive eye tracking
Real-time, accurate, and robust pupil detection is an essential prerequi...
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11/09/2017
Fast camera focus estimation for gaze-based focus control
Many cameras implement auto-focus functionality. However, they typically...
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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...
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01/19/2016