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07/12/2023
Exploring Millions of User Interactions with ICEBOAT: Big Data Analytics for Automotive User Interfaces
User Experience (UX) professionals need to be able to analyze large amou...
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05/25/2023
Multitasking while Driving: How Drivers Self-Regulate their Interaction with In-Vehicle Touchscreens in Automated Driving
Driver assistance systems are designed to increase comfort and safety by...
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04/11/2023
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series
Clouds and haze often occlude optical satellite images, hindering contin...
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01/09/2023
High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark
In this paper, we introduce Planet-CR, a benchmark dataset for high-reso...
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01/05/2023
On the Forces of Driver Distraction: Explainable Predictions for the Visual Demand of In-Vehicle Touchscreen Interactions
With modern infotainment systems, drivers are increasingly tempted to en...
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08/26/2022
ICEBOAT: An Interactive User Behavior Analysis Tool for Automotive User Interfaces
In this work, we present ICEBOAT an interactive tool that enables automo...
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07/09/2022
How Do Drivers Self-Regulate their Secondary Task Engagements? The Effect of Driving Automation on Touchscreen Interactions and Glance Behavior
With ever-improving driver assistance systems and large touchscreens bec...
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06/06/2022
Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery
The challenge of the cloud removal task can be alleviated with the aid o...
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01/24/2022
SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal
About half of all optical observations collected via spaceborne satellit...
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08/30/2021
Measuring Interaction-based Secondary Task Load: A Large-Scale Approach using Real-World Driving Data
Center touchscreens are the main HMI (Human-Machine Interface) between t...
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08/03/2021
Visualizing Event Sequence Data for User Behavior Evaluation of In-Vehicle Information Systems
With modern IVIS becoming more capable and complex than ever, their eval...
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09/16/2020
Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery
This work has been accepted by IEEE TGRS for publication. The majority o...
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07/21/2020
The Role and Potentials of Field User Interaction Data in the Automotive UX Development Lifecycle: An Industry Perspective
We are interested in the role of field user interaction data in the deve...
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07/10/2020
Topic Modeling on User Stories using Word Mover's Distance
Requirements elicitation has recently been complemented with crowd-based...
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04/16/2020
Destination Prediction Based on Partial Trajectory Data
Two-thirds of the people who buy a new car prefer to use a substitute in...
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02/19/2020
Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping – Challenges and Opportunities
Fully automatic large-scale land cover mapping belongs to the core chall...
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08/15/2019
