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Computer Science
Germany
2023

D-Index & Metrics

Computer Science

D-Index
68
Citations
17529
World Ranking
2096
National Ranking
84

Research.com Recognitions

  • 2023 - Research.com Computer Science in Germany Leader Award

Overview

Andreas Bulling is affiliated with the University of Stuttgart in Germany, specializing in Computer Science with a primary focus on Computer Vision and Pattern Recognition, Human-Computer Interaction, and Artificial Intelligence. Their research integrates subfields including Cognitive Neuroscience and Clinical Psychology, contributing to an interdisciplinary understanding of visual and interactive technologies.

The scientist's recent papers explore various aspects of visual attention, gaze tracking, and virtual environments. Notable publications include:

  • Understanding, Addressing, and Analysing Digital Eye Strain in Virtual Reality Head-Mounted Displays (2022, ACM Transactions on Computer-Human Interaction)
  • FixationNet: Forecasting Eye Fixations in Task-Oriented Virtual Environments (2021, IEEE Transactions on Visualization and Computer Graphics)
  • EHTask: Recognizing User Tasks From Eye and Head Movements in Immersive Virtual Reality (2021, IEEE Transactions on Visualization and Computer Graphics)
  • Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention (2020, arXiv (Cornell University))
  • Adapting visualizations and interfaces to the user (2022, it - Information Technology)

Their frequent co-authors reflect collaboration within the community working on gaze and interaction technologies. These include Mihai Bâce, Zhiming Hu, Matteo Bortoletto, Florian Strohm, and Lei Shi.

Publication venues where Andreas Bulling contributes most frequently demonstrate a strong presence in both conference proceedings and journals focused on visualization, human-computer interaction, and open-access preprint repositories. These venues include:

  • arXiv (Cornell University)
  • IEEE Transactions on Visualization and Computer Graphics
  • ACM Symposium on Eye Tracking Research and Applications
  • Proceedings of the ACM on Human-Computer Interaction
  • IEEE Pervasive Computing

The main research topics that Andreas Bulling covers reflect their focus on visual and interactive computing technologies. These topics are:

  • Gaze Tracking and Assistive Technology
  • Visual Attention and Saliency Detection
  • Multimodal Machine Learning Applications
  • Human Pose and Action Recognition
  • Hand Gesture Recognition Systems
  • Topic Modeling
  • Video Analysis and Summarization

Overall, the scientist's academic output is heavily concentrated on the development and application of eye tracking, attention modeling, and interaction techniques within immersive and virtual reality environments, incorporating machine learning to enhance user interface adaptation and natural language processing guided by gaze data.

Best Publications

  • A tutorial on human activity recognition using body-worn inertial sensors

    Andreas Bulling;Ulf Blanke;Bernt Schiele

  • Pupil: an open source platform for pervasive eye tracking and mobile gaze-based interaction

    Moritz Kassner;William Patera;Andreas Bulling

  • Appearance-based gaze estimation in the wild

    Xucong Zhang;Yusuke Sugano;Mario Fritz;Andreas Bulling

  • Eye Movement Analysis for Activity Recognition Using Electrooculography

    Andreas Bulling;Jamie A Ward;Hans Gellersen;Gerhard Tröster

  • Eye Tracking and Eye-Based Human–Computer Interaction

    Päivi Majaranta;Andreas Bulling

  • MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation

    Xucong Zhang;Yusuke Sugano;Mario Fritz;Andreas Bulling

  • It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation

    Xucong Zhang;Yusuke Sugano;Mario Fritz;Andreas Bulling

  • Rendering of Eyes for Eye-Shape Registration and Gaze Estimation

    Erroll Wood;Tadas Baltruaitis;Xucong Zhang;Yusuke Sugano

  • Learning an appearance-based gaze estimator from one million synthesised images

    Erroll Wood;Tadas Baltrušaitis;Louis-Philippe Morency;Peter Robinson

  • Robust real-time pupil tracking in highly off-axis images

    Lech Świrski;Andreas Bulling;Neil Dodgson

  • Pursuits: spontaneous interaction with displays based on smooth pursuit eye movement and moving targets

    Mélodie Vidal;Andreas Bulling;Hans Gellersen

  • Orbits: Gaze Interaction for Smart Watches using Smooth Pursuit Eye Movements

    Augusto Esteves;Eduardo Velloso;Andreas Bulling;Hans Gellersen

  • EyeTab: model-based gaze estimation on unmodified tablet computers

    Erroll Wood;Andreas Bulling

  • Toward Mobile Eye-Based Human-Computer Interaction

    Andreas Bulling;Hans Gellersen

  • Wearable eye tracking for mental health monitoring

    MéLodie Vidal;Jayson Turner;Andreas Bulling;Hans Gellersen

  • Wearable EOG goggles: Seamless sensing and context-awareness in everyday environments

    Andreas Bulling;Daniel Roggen;Gerhard Tröster

  • Pupil detection for head-mounted eye tracking in the wild: an evaluation of the state of the art

    Wolfgang Fuhl;Marc Tonsen;Andreas Bulling;Enkelejda Kasneci

  • Eye Movements During Everyday Behavior Predict Personality Traits.

    Sabrina Hoppe;Tobias Loetscher;Stephanie A. Morey;Andreas Bulling

  • Pursuit calibration: making gaze calibration less tedious and more flexible

    Ken Pfeuffer;Melodie Vidal;Jayson Turner;Andreas Bulling

  • In the blink of an eye: combining head motion and eye blink frequency for activity recognition with Google Glass

    Shoya Ishimaru;Kai Kunze;Koichi Kise;Jens Weppner

  • Rendering of Eyes for Eye-Shape Registration and Gaze Estimation

    Erroll Wood;Tadas Baltrusaitis;Xucong Zhang;Yusuke Sugano

  • A Tutorial on Human Activity Recognition Using Body-Worn

    Andreas Bulling;Ulf Blanke

Frequent Co-Authors

Hans Gellersen
Hans Gellersen Aarhus University
Yusuke Sugano
Yusuke Sugano University of Tokyo
Florian Alt
Florian Alt Bundeswehr University Munich
Mario Fritz
Mario Fritz Helmholtz Center for Information Security
Daniel Roggen
Daniel Roggen University of Sussex
Jason Alexander
Jason Alexander University of Bath
Tadas Baltrusaitis
Tadas Baltrusaitis Microsoft (United States)
Kai Kunze
Kai Kunze Keio University
Peter Robinson
Peter Robinson University of Cambridge

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