Machine Learning

Can AI Route You to Happiness? A Technical Study on Affective Automotive Navigation Interfaces
Conventional navigation systems, fixated on metrics such as time and distance, neglect the driver’s emotional well-being, despite …
David Bethge, Daniel Bulanda, Adam Kozlowski, Albrecht Schmidt, Tobias Grosse-Puppendahl, Thomas Kosch
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Decoding Fatigue: Analyzing Offline Handwriting with Machine Learning to Detect Perceived Exhaustion
The quality and readability of an individual’s handwriting and drawing can be influenced by various factors, including their level of …
Dominik Schön, Thomas Kosch, Till Becker, Godfred Antwi-Boasiako, Merret Jung, Ana Vieira, Max Mühlhäuser, Florian Müller
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HappyRouting: Learning Emotion-Aware Route Trajectories for Scalable In-The-Wild Navigation
Routes represent an integral part of triggering emotions in drivers. Navigation systems allow users to choose a navigation strategy, …
David Bethge, Daniel Bulanda, Adam Kozlowski, Thomas Kosch, Albrecht Schmidt, Tobias Grosse-Puppendahl
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Assessing Eye Tracking for Continuous Central Field Loss Monitoring
Eye tracking is increasingly becoming prevalent for health-related interactive systems. Eye tracking can automatically reveal the …
Jesse Grootjen, Alexandra Sipatchin, Siegfried Wahl, Tonja-Katrin Machulla, Lewis Chuang, Thomas Kosch
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VEmotion: Using Driving Context for Indirect Emotion Prediction in Real-Time
Detecting emotions while driving remains a challenge in HumanComputer Interaction. Current methods to estimate the driver’s experienced …
David Bethge, Thomas Kosch, Tobias Grosse-Puppendahl, Lewis Chuang, Mohamed Kari, Alexander Jagaciak, Albrecht Schmidt
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Demonstrating Palm Touch: The Palm As an Additional Input Modality on Commodity Smartphones
T ouchscreens are the most successful input method for smartphones. Despite their flexibility , touch input is limited to the location …
Huy Viet Le, Thomas Kosch, Sven Mayer, Niels Henze
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PalmTouch: Using the Palm As an Additional Input Modality on Commodity Smartphones
Touchscreens are the most successful input method for smartphones. Despite their flexibility, touch input is limited to the location of …
Huy Viet Le, Thomas Kosch, Patrick Bader, Sven Mayer, Niels Henze
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