MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation

2021

Journal Articles

  1. FixationNet: Forecasting Eye Fixations in Task-Oriented Virtual Environments

    Zhiming Hu, Andreas Bulling, Sheng Li, Guoping Wang

    IEEE Transactions on Visualization and Computer Graphics (TVCG), , 2021.

    Abstract Links BibTeX

  2. SparseDGCNN: Recognizing Emotion from Multichannel EEG Signals

    Guanhua Zhang, Minjing Yu, Yong-Jin Liu, Guozhen Zhao, Dan Zhang

    IEEE Transactions on Affective Computing (TAFFC), , pp. 1–12, 2021.

    Abstract Links BibTeX

Conference Papers

  1. A Critical Assessment of the Use of SSQ as a Measure of General Discomfort in VR Head-Mounted Displays

    Teresa Hirzle, Maurice Cordts, Enrico Rukzio, Jan Gugenheimer, Andreas Bulling

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2021.

    Abstract BibTeX

Technical Reports

  1. MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation

    MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation

    Philipp Müller, Dominik Schiller, Dominike Thomas, Guanhua Zhang, Michael Dietz, Patrick Gebhard, Elisabeth André, Andreas Bulling

    Unpublished, pp. 1–6, 2021.

    Abstract Links BibTeX

2020

Journal Articles

  1. Multi-target Positive Emotion Recognition from EEG Signals

    Guozhen Zhao, Yulin Zhang, Guanhua Zhang, Dan Zhang, Yong-Jin Liu

    IEEE Transactions on Affective Computing (TAFFC), , pp. 1-13, 2020.

    Abstract Links BibTeX

  2. An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals

    Xiaobing Du, Cuixia Ma, Guanhua Zhang, Jinyao Li, Yu-Kun Lai, Guozhen Zhao, Xiaoming Deng, Yong-Jin Liu, Hongan Wang

    IEEE Transactions on Affective Computing (TAFFC), , pp. 1-12, 2020.

    Abstract Links BibTeX

  3. Deep Gaze Pooling: Inferring and Visually Decoding Search Intents From Human Gaze Fixations

    Hosnieh Sattar, Mario Fritz, Andreas Bulling

    Neurocomputing, 387, pp. 369–382, 2020.

    Abstract Links BibTeX

  4. How far are we from quantifying visual attention in mobile HCI?

    Mihai Bâce, Sander Staal, Andreas Bulling

    IEEE Pervasive Computing, 19(2), pp. 46-55, 2020.

    Abstract Links BibTeX

  5. Semantic 3D Reconstruction with Learning MVS and 2D Segmentation of Aerial Images

    Zizhuang Wei, Yao Wang, Hongwei Li, Yisong Chen, Guoping Wang

    Applied Sciences, 10(4), pp. 1275, 2020.

    Abstract Links BibTeX

Conference Papers

  1. Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

    Ekta Sood, Simon Tannert, Philipp Müller, Andreas Bulling

    Advances in Neural Information Processing Systems (NeurIPS), pp. 1–15, 2020.

    Abstract Links BibTeX

  2. Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension

    Ekta Sood, Simon Tannert, Diego Frassinelli, Andreas Bulling, Ngoc Thang Vu

    Proc. ACL SIGNLL Conference on Computational Natural Language Learning (CoNLL), pp. 12-25, 2020.

    Abstract Links BibTeX

  3. Combining Gaze Estimation and Optical Flow for Pursuits Interaction

    Mihai Bâce, Vincent Becker, Chenyang Wang, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1-10, 2020.

    Abstract Links BibTeX Best paper award

  4. A Survey of Digital Eye Strain in Gaze-Based Interactive Systems

    Teresa Hirzle, Maurice Cordts, Enrico Rukzio, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1-12, 2020.

    Abstract Links BibTeX

  5. Adversarial Attacks on Classifiers for Eye-based User Modelling

    Inken Hagestedt, Michael Backes, Andreas Bulling

    Adj. Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1-3, 2020.

    Abstract Links BibTeX

  6. Anticipating Averted Gaze in Dyadic Interactions

    Philipp Müller, Ekta Sood, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1-10, 2020.

    Abstract Links BibTeX

  7. Visual Analytics and Annotation of Pervasive Eye Tracking Video

    Kuno Kurzhals, Nils Rodrigues, Maurice Koch, Michael Stoll, Andrés Bruhn, Andreas Bulling, Daniel Weiskopf

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1-9, 2020.

    Abstract Links BibTeX

  8. Quantification of Users’ Visual Attention During Everyday Mobile Device Interactions

    Mihai Bâce, Sander Staal, Andreas Bulling

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1–14, 2020.

    Abstract Links BibTeX

  9. Learning-based Region Selection for End-to-End Gaze Estimation

    Xucong Zhang, Yusuke Sugano, Andreas Bulling, Otmar Hilliges

    Proc. British Machine Vision Conference (BMVC), pp. 1-13, 2020.

    Abstract BibTeX

Technical Reports

  1. Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

    Ekta Sood, Simon Tannert, Philipp Müller, Andreas Bulling

    arxiv:2010.07891, pp. 1–18, 2020.

    Abstract Links BibTeX

  2. Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension

    Ekta Sood, Simon Tannert, Diego Frassinelli, Andreas Bulling, Ngoc Thang Vu

    arxiv:2010.06396, pp. 1–14, 2020.

    Abstract Links BibTeX

  3. Adversarial Attacks on Classifiers for Eye-based User Modelling

    Inken Hagestedt, Michael Backes, Andreas Bulling

    arXiv:2006.00860, pp. 1–9, 2020.

    Abstract Links BibTeX

2019

Journal Articles

  1. Classifying Attention Types with Thermal Imaging and Eye Tracking

    Yomna Abdelrahman, Anam Ahmad Khan, Joshua Newn, Eduardo Velloso, Sherine Ashraf Safwat, James Bailey, Andreas Bulling, Frank Vetere, Albrecht Schmidt

    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 3(3), pp. 69:1-69:27, 2019.

    Abstract Links BibTeX

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

    Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling

    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 41(1), pp. 162-175, 2019.

    Abstract Links BibTeX

  3. InvisibleEye: Fully Embedded Mobile Eye Tracking Using Appearance-Based Gaze Estimation

    Julian Steil, Marc Tonsen, Yusuke Sugano, Andreas Bulling

    ACM SIGMOBILE Mobile Computing and Communications Review, 23(2), pp. 30-34, 2019.

    Abstract BibTeX

  4. A Review of EEG Features for Emotion Recognition (in Chinese)

    Guanhua Zhang, Minjing Yu, Guo Chen, Yiheng Han, Dan Zhang, Guozhen Zhao, Yong-Jin Liu

    SCIENTIA SINICA Informationis, 49(9), pp. 1097-1118, 2019.

    Abstract Links BibTeX

Conference Papers

  1. Emergent Leadership Detection Across Datasets

    Philipp Müller, Andreas Bulling

    Proc. ACM International Conference on Multimodal Interaction (ICMI), pp. 274-278, 2019.

    Abstract Links BibTeX

  2. Reducing Calibration Drift in Mobile Eye Trackers by Exploiting Mobile Phone Usage

    Philipp Müller, Daniel Buschek, Michael Xuelin Huang, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1–9, 2019.

    Abstract Links BibTeX

  3. Privacy-Aware Eye Tracking Using Differential Privacy

    Julian Steil, Inken Hagestedt, Michael Xuelin Huang, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1–9, 2019.

    Abstract Links BibTeX Best paper award

  4. PrivacEye: Privacy-Preserving Head-Mounted Eye Tracking Using Egocentric Scene Image and Eye Movement Features

    Julian Steil, Marion Koelle, Wilko Heuten, Susanne Boll, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1–10, 2019.

    Abstract Links BibTeX Best video award

  5. Evaluation of Appearance-Based Methods and Implications for Gaze-Based Applications

    Xucong Zhang, Yusuke Sugano, Andreas Bulling

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1–13, 2019.

    Abstract Links BibTeX

  6. A fast approach to refraction-aware 3D eye-model fitting and gaze prediction

    Kai Dierkes, Moritz Kassner, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1–9, 2019.

    Abstract Links BibTeX

  7. Can Privacy-Aware Lifelogs Alter Our Memories?

    Passant Elagroudy, Florian Mathis, Andreas Bulling, Mohamed Khamis, Diana Irmscher, Albrecht Schmidt

    Ext. Abstr. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1–6, 2019.

    Abstract Links BibTeX

  8. Predicting Gaze Patterns: Text Saliency for Integration into Machine Learning Tasks

    Ekta Sood

    Proc. International Workshop on Computational Cognition (ComCo), pp. 1–2, 2019.

    BibTeX Best poster award

  9. A Design Space for Gaze Interaction on Head-mounted Displays

    Teresa Hirzle, Jan Gugenheimer, Florian Geiselhart, Andreas Bulling, Enrico Rukzio

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1–12, 2019.

    Abstract Links BibTeX

  10. KnuckleTouch: Enabling Knuckle Gestures on Capacitive Touchscreens using Deep Learning

    Robin Schweigert, Jan Leusmann, Simon Hagenmayer, Maximilian Weiß, Huy Viet Le, Sven Mayer, Andreas Bulling

    Proc. Mensch und Computer, pp. 387-397, 2019.

    Abstract Links BibTeX

  11. SacCalib: Reducing Calibration Distortion for Stationary Eye Trackers Using Saccadic Eye Movements

    Michael Xuelin Huang, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1–10, 2019.

    Abstract Links BibTeX

  12. Moment-to-Moment Detection of Internal Thought during Video Viewing from Eye Vergence Behavior

    Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong, Andreas Bulling

    Proc. ACM Multimedia (MM), pp. 1–9, 2019.

    Abstract Links BibTeX

  13. Towards High-Frequency SSVEP-Based Target Discrimination with an Extended Alphanumeric Keyboard

    Sahar Abdelnabi, Michael Xuelin Huang, Andreas Bulling

    Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 1-6, 2019.

    Abstract BibTeX

Book Chapters

  1. Pervasive Eye Tracking for Real-World Consumer Behavior Analysis

    Andreas Bulling, Michel Wedel

    Michael Schulte-Mecklenbeck, Anton Kühberger (Eds.): A Handbook of Process Tracing Methods for Decision Research: A Critical Review and User’s Guide, Taylor & Francis, pp. 27-44, 2019.

    Abstract BibTeX

Technical Reports

  1. Emergent Leadership Detection Across Datasets

    Philipp Müller, Andreas Bulling

    arXiv:1905.02058, pp. 1–5, 2019.

    Abstract Links BibTeX

  2. Evaluation of Appearance-Based Methods and Implications for Gaze-Based Applications

    Xucong Zhang, Yusuke Sugano, Andreas Bulling

    arXiv:1901.10906, pp. 1–13, 2019.

    Abstract Links BibTeX

  3. Moment-to-Moment Detection of Internal Thought from Eye Vergence Behaviour

    Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong, Andreas Bulling

    arXiv:1901.06572, pp. 1–22, 2019.

    Abstract Links BibTeX

  4. SacCalib: Reducing Calibration Distortion for Stationary Eye Trackers Using Saccadic Eye Movements

    Michael Xuelin Huang, Andreas Bulling

    arXiv:1903.04047, pp. 1–10, 2019.

    Abstract Links BibTeX

  5. Accurate and Robust Eye Contact Detection During Everyday Mobile Device Interactions

    Mihai Bâce, Sander Staal, Andreas Bulling

    arXiv:1907.11115, pp. 1–12, 2019.

    Abstract Links BibTeX

  6. How far are we from quantifying visual attention in mobile HCI?

    Mihai Bâce, Sander Staal, Andreas Bulling

    arXiv:1907.11106, pp. 1–7, 2019.

    Abstract Links BibTeX

2018

Journal Articles

  1. GazeDirector: Fully Articulated Eye Gaze Redirection in Video

    Erroll Wood, Tadas Baltrušaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling

    Computer Graphics Forum (CGF), 37(2), pp. 217-225, 2018.

    Abstract Links BibTeX Best paper honourable mention award

  2. CueAuth: Comparing Touch, Mid-Air Gestures, and Gaze for Cue-based Authentication on Situated Displays

    Mohamed Khamis, Ludwig Trotter, Ville Mäkelä, Emanuel Zezschwitz, Jens Le, Andreas Bulling, Florian Alt

    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2(7), pp. 174:1-174:22, 2018.

    Abstract Links BibTeX

  3. Eye movements during everyday behavior predict personality traits

    Sabrina Hoppe, Tobias Loetscher, Stephanie Morey, Andreas Bulling

    Frontiers in Human Neuroscience, 12, pp. 105:1-105:8, 2018.

    Abstract Links BibTeX

Conference Papers

  1. The Past, Present, and Future of Gaze-enabled Handheld Mobile Devices: Survey and Lessons Learned

    Mohamed Khamis, Florian Alt, Andreas Bulling

    Proc. ACM International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI), pp. 38:1–38:17, 2018.

    Abstract Links BibTeX Best paper honourable mention award

  2. Detecting Low Rapport During Natural Interactions in Small Groups from Non-Verbal Behavior

    Detecting Low Rapport During Natural Interactions in Small Groups from Non-Verbal Behavior

    Philipp Müller, Michael Xuelin Huang, Andreas Bulling

    Proc. ACM International Conference on Intelligent User Interfaces (IUI), pp. 153-164, 2018.

    Abstract Links BibTeX

  3. Training Person-Specific Gaze Estimators from Interactions with Multiple Devices

    Xucong Zhang, Michael Xuelin Huang, Yusuke Sugano, Andreas Bulling

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 624:1-624:12, 2018.

    Abstract Links BibTeX

  4. Large-Scale Structure from Motion with Semantic Constraints of Aerial Images

    Yu Chen, Yao Wang, Peng Lu, Yisong Chen, Guoping Wang

    Proc. Chinese Conference on Pattern Recognition and Computer Vision (PRCV), pp. 347-359, 2018.

    Abstract Links BibTeX

  5. Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension

    Matthias Blohm, Glorianna Jagfeld, Ekta Sood, Xiang Yu, Ngoc Thang Vu

    Proc. ACL SIGNLL Conference on Computational Natural Language Learning (CoNLL), pp. 108–118, 2018.

    Abstract Links BibTeX

  6. A novel approach to single camera, glint-free 3D eye model fitting including corneal refraction

    Kai Dierkes, Moritz Kassner, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 9:1-9:9, 2018.

    Abstract Links BibTeX

  7. A Multimodal Corpus of Expert Gaze and Behavior during Phonetic Segmentation Tasks

    Arif Khan, Ingmar Steiner, Yusuke Sugano, Andreas Bulling, Ross Macdonald

    Proc. Language Resources and Evaluation Conference (LREC), pp. 4277–4281, 2018.

    Abstract BibTeX

  8. VRPursuits: Interaction in Virtual Reality using Smooth Pursuit Eye Movements

    Mohamed Khamis, Carl Oechsner, Florian Alt, Andreas Bulling

    Proc. International Conference on Advanced Visual Interfaces (AVI), pp. 18:1-18:8, 2018.

    Abstract Links BibTeX

  9. Revisiting Data Normalization for Appearance-Based Gaze Estimation

    Xucong Zhang, Yusuke Sugano, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 12:1-12:9, 2018.

    Abstract Links BibTeX

  10. Towards a Symbiotic Human-Machine Depth Sensor: Exploring 3D Gaze for Object Reconstruction

    Teresa Hirzle, Jan Gugenheimer, Florian Geiselhart, Andreas Bulling, Enrico Rukzio

    Adj. Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 114-116, 2018.

    Abstract Links BibTeX

  11. An Empirical Analysis of the Role of Amplifiers, Downtoners, and Negations in Emotion Classification in Microblogs

    Florian Strohm, Roman Klinger

    IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA), pp. 673-681, 2018.

    Abstract Links BibTeX

  12. Wearable Eye Tracker Calibration at Your Fingertips

    Mihai Bâce, Sander Staal, Gábor Sörös

    ACM Symposium on Eye Tracking Research & Applications, 2018.

    Links BibTeX

  13. Hidden Pursuits: Evaluating Gaze-selection via Pursuits when the Stimulus Trajectory is Partially Hidden

    Thomas Mattusch, Mahsa Mirzamohammad, Mohamed Khamis, Andreas Bulling, Florian Alt

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 27:1-27:5, 2018.

    Abstract Links BibTeX

  14. Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors

    Julian Steil, Philipp Müller, Yusuke Sugano, Andreas Bulling

    Proc. ACM International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI), pp. 1:1–1:13, 2018.

    Abstract Links BibTeX Best paper award

  15. Fixation Detection for Head-Mounted Eye Tracking Based on Visual Similarity of Gaze Targets

    Julian Steil, Michael Xuelin Huang, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 23:1-23:9, 2018.

    Abstract Links BibTeX

  16. Error-Aware Gaze-Based Interfaces for Robust Mobile Gaze Interaction

    Michael Barz, Florian Daiber, Daniel Sonntag, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 24:1-24:10, 2018.

    Abstract Links BibTeX Best paper award

  17. Which one is me? Identifying Oneself on Public Displays

    Mohamed Khamis, Christian Becker, Andreas Bulling, Florian Alt

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 287:1-287:12, 2018.

    Abstract Links BibTeX Best paper honourable mention award

  18. GazeDrone: Mobile Eye-Based Interaction in Public Space Without Augmenting the User

    Mohamed Khamis, Anna Kienle, Florian Alt, Andreas Bulling

    Proc. ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (DroNet), pp. 66-71, 2018.

    Abstract Links BibTeX

  19. Robust Eye Contact Detection in Natural Multi-Person Interactions Using Gaze and Speaking Behaviour

    Robust Eye Contact Detection in Natural Multi-Person Interactions Using Gaze and Speaking Behaviour

    Philipp Müller, Michael Xuelin Huang, Xucong Zhang, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 31:1-31:10, 2018.

    Abstract Links BibTeX

  20. Learning to Find Eye Region Landmarks for Remote Gaze Estimation in Unconstrained Settings

    Seonwook Park, Xucong Zhang, Andreas Bulling, Otmar Hilliges

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 21:1-21:10, 2018.

    Abstract Links BibTeX Best presentation award

  21. Sobel Heuristic Kernel for Aerial Semantic Segmentation

    Tao Hu, Yao Wang, Yisong Chen, Peng Lu, Heng Wang, Guoping Wang

    IEEE International Conference on Image Processing (ICIP), pp. 3074-3078, 2018.

    Abstract Links BibTeX

  22. Understanding Face and Eye Visibility in Front-Facing Cameras of Smartphones used in the Wild

    Mohamed Khamis, Anita Baier, Niels Henze, Florian Alt, Andreas Bulling

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 280:1-280:12, 2018.

    Abstract Links BibTeX

Technical Reports

  1. PrivacEye: Privacy-Preserving First-Person Vision Using Image Features and Eye Movement Analysis

    Julian Steil, Marion Koelle, Wilko Heuten, Susanne Boll, Andreas Bulling

    arXiv:1801.04457, pp. 1–14, 2018.

    Abstract Links BibTeX

  2. Privacy-Aware Eye Tracking Using Differential Privacy

    Julian Steil, Inken Hagestedt, Michael Xuelin Huang, Andreas Bulling

    arXiv:1812.08000, pp. 1–22, 2018.

    Abstract Links BibTeX

2017

Journal Articles

  1. EyePACT: Eye-Based Parallax Correction on Touch-Enabled Interactive Displays

    Mohamed Khamis, Daniel Buschek, Tobias Thieron, Florian Alt, Andreas Bulling

    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1(4), pp. 146:1-146:18, 2017.

    Abstract Links BibTeX

  2. Collocated Multi-user Gestural Interactions with Unmodified Wearable Devices

    Mihai Bâce, Sander Staal, Gábor Sörös, Giorgio Corbellini

    Augmented Human Research, 2, 2017.

    Links BibTeX

  3. Look together: using gaze for assisting co-located collaborative search

    Yanxia Zhang, Ken Pfeuffer, Ming Ki Chong, Jason Alexander, Andreas Bulling, Hans Gellersen

    Personal and Ubiquitous Computing, 21(1), pp. 173-186, 2017.

    Abstract Links BibTeX

  4. InvisibleEye: Mobile Eye Tracking Using Multiple Low-Resolution Cameras and Learning-Based Gaze Estimation

    Marc Tonsen, Julian Steil, Yusuke Sugano, Andreas Bulling

    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1(3), pp. 106:1-106:21, 2017.

    Abstract Links BibTeX Distinguished paper award

Conference Papers

  1. Augmenting Human Interaction Capabilities with Proximity, Natural Gestures, and Eye Gaze

    Mihai Bâce

    Proceedings of the 19th ACM International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2017), 2017.

    Links BibTeX

  2. Gaze Embeddings for Zero-Shot Image Classification

    Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling

    Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 6412-6421, 2017.

    Abstract Links BibTeX Spotlight presentation

  3. EyeMirror: Mobile Calibration-Free Gaze Approximation using Corneal Imaging

    Christian Lander, Sven Gehring, Markus Löchtefeld, Andreas Bulling, Antonio Krüger

    Proc. International Conference on Mobile and Ubiquitous Multimedia (MUM), pp. 1–13, 2017.

    Abstract Links BibTeX

  4. Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling

    Hosnieh Sattar, Andreas Bulling, Mario Fritz

    Proc. IEEE International Conference on Computer Vision Workshops (ICCVW), pp. 2740-2748, 2017.

    Abstract Links BibTeX

  5. Noticeable or Distractive? A Design Space for Gaze-Contingent User Interface Notifications

    Michaela Klauck, Yusuke Sugano, Andreas Bulling

    Ext. Abstr. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1779-1786, 2017.

    Abstract Links BibTeX

  6. Facilitating Object Detection and Recognition through Eye Gaze

    Mihai Bâce, Philippe Schlattner, Vincent Becker, Gábor Sörös

    Proceedings of the Workshop on Object Recognition for Input and Mobile Interaction at the 19th ACM International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2017), 2017.

    Links BibTeX

  7. HandshakAR: Wearable Augmented Reality System for Effortless Information Sharing

    Mihai Bâce, Gábor Sörös, Sander Staal, Giorgio Corbellini

    Proceedings of the Augmented Human 2017 Conference (AH 2017), 2017.

    Links BibTeX

  8. They are all after you: Investigating the Viability of a Threat Model that involves Multiple Shoulder Surfers

    Mohamed Khamis, Linda Bandelow, Stina Schick, Dario Casadevall, Andreas Bulling, Florian Alt

    Proc. International Conference on Mobile and Ubiquitous Multimedia (MUM), pp. 1–5, 2017.

    Abstract Links BibTeX Best paper honourable mention award

  9. GTmoPass: Two-factor Authentication on Public Displays Using GazeTouch passwords and Personal Mobile Devices

    Mohamed Khamis, Regina Hasholzner, Andreas Bulling, Florian Alt

    Proc. ACM International Symposium on Pervasive Displays (PerDis), pp. 8:1-8:9, 2017.

    Abstract Links BibTeX

  10. Everyday Eye Contact Detection Using Unsupervised Gaze Target Discovery

    Xucong Zhang, Yusuke Sugano, Andreas Bulling

    Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 193-203, 2017.

    Abstract Links BibTeX Best paper honourable mention award

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

    Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling

    Proc. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 2299-2308, 2017.

    Abstract Links BibTeX

  12. EyeScout: Active Eye Tracking for Position and Movement Independent Gaze Interaction with Large Public Displays

    Mohamed Khamis, Axel Hoesl, Alexander Klimczak, Martin Reiss, Florian Alt, Andreas Bulling

    Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 155-166, 2017.

    Abstract Links BibTeX

  13. GazeTouchPIN: Protecting Sensitive Data on Mobile Devices using Secure Multimodal Authentication

    Mohamed Khamis, Mariam Hassib, Emanuel Zezschwitz, Andreas Bulling, Florian Alt

    Proc. ACM International Conference on Multimodal Interaction (ICMI), pp. 446-450, 2017.

    Abstract Links BibTeX

Technical Reports

  1. Visual Decoding of Targets During Visual Search From Human Eye Fixations

    Hosnieh Sattar, Mario Fritz, Andreas Bulling

    arXiv:1706.05993, pp. 1–9, 2017.

    Abstract Links BibTeX

  2. A Multimodal Corpus of Expert Gaze and Behavior during Phonetic Segmentation Tasks

    Arif Khan, Ingmar Steiner, Yusuke Sugano, Andreas Bulling, Ross Macdonald

    arXiv:1712.04798, pp. 1–4, 2017.

    Abstract Links BibTeX

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

    Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling

    arXiv:1711.09017, pp. 1–14, 2017.

    Abstract Links BibTeX

  4. GazeDirector: Fully Articulated Eye Gaze Redirection in Video

    Erroll Wood, Tadas Baltrušaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling

    arXiv:1704.08763, pp. 1–10, 2017.

    Abstract Links BibTeX

2016

Journal Articles

  1. Pervasive Attentive User Interfaces

    Andreas Bulling

    IEEE Computer, 49(1), pp. 94-98, 2016.

    Abstract Links BibTeX

  2. EyeWear Computers for Human-Computer Interaction

    Andreas Bulling, Kai Kunze

    ACM Interactions, 23(3), pp. 70-73, 2016.

    Abstract Links BibTeX

  3. 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

    Springer Machine Vision and Applications, 27, pp. 1275-1288, 2016.

    Abstract Links BibTeX

Conference Papers

  1. SkullConduct: Biometric User Identification on Eyewear Computers Using Bone Conduction Through the Skull

    Stefan Schneegass, Youssef Oualil, Andreas Bulling

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1379-1384, 2016.

    Abstract Links BibTeX

  2. Attention, please! Comparing Features for Measuring Audience Attention Towards Pervasive Displays

    Florian Alt, Andreas Bulling, Lukas Mecke, Daniel Buschek

    Proc. ACM SIGCHI Conference on Designing Interactive Systems (DIS), pp. 823-828, 2016.

    Abstract Links BibTeX

  3. Memorability of Cued-Recall Graphical Passwords with Saliency Masks

    Florian Alt, Mateusz Mikusz, Stefan Schneegass, Andreas Bulling

    Proc. International Conference on Mobile and Ubiquitous Multimedia (MUM), pp. 191-200, 2016.

    Abstract Links BibTeX

  4. ubiGaze: Ubiquitous Augmented Reality Messaging Using Gaze Gestures

    Mihai Bâce, Teemu Leppänen, Argenis Ramirez Gomez, David Gil Gomez

    SIGGRAPH ASIA 2016 Mobile Graphics and Interactive Applications, pp. 11:1–11:5, 2016.

    Links BibTeX

  5. Prediction of Gaze Estimation Error for Error-Aware Gaze-Based Interfaces

    Michael Barz, Florian Daiber, Andreas Bulling

    Proc. International ACM Symposium on Eye Tracking Research and Applications (ETRA), pp. 275-278, 2016.

    Abstract Links BibTeX

  6. Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries

    Sreyasi Nag Chowdhury, Mateusz Malinowski, Andreas Bulling, Mario Fritz

    Proc. ACM International Conference on Multimedia Retrieval (ICMR), pp. 243-247, 2016.

    Abstract Links BibTeX

  7. Smooth Eye Movement Interaction Using EOG Glasses

    Murtaza Dhuliawala, Juyoung Lee, Junichi Shimizu, Andreas Bulling, Kai Kunze, Thad Starner, Woontack Woo

    Proc. ACM International Conference on Multimodal Interaction (ICMI), pp. 307-311, 2016.

    Abstract Links BibTeX

  8. GazeTouchPass: Multimodal Authentication Using Gaze and Touch on Mobile Devices

    Mohamed Khamis, Florian Alt, Mariam Hassib, Emanuel Zezschwitz, Regina Hasholzner, Andreas Bulling

    Ext. Abstr. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 2156-2164, 2016.

    Abstract Links BibTeX

  9. TextPursuits: Using Text for Pursuits-Based Interaction and Calibration on Public Displays

    Mohamed Khamis, Ozan Saltuk, Alina Hang, Katharina Stolz, Andreas Bulling, Florian Alt

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 274-285, 2016.

    Abstract Links BibTeX

  10. Challenges and Design Space of Gaze-enabled Public Displays

    Mohamed Khamis, Florian Alt, Andreas Bulling

    Adj. Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 1736-1745, 2016.

    Abstract Links BibTeX

  11. EyeVote in the Wild: Do Users bother Correcting System Errors on Public Displays?

    Mohamed Khamis, Ludwig Trotter, Markus Tessman, Christina Dannhart, Andreas Bulling, Florian Alt

    Proc. International Conference on Mobile and Ubiquitous Multimedia (MUM), pp. 57-62, 2016.

    Abstract Links BibTeX

  12. On the Verge: Voluntary Convergences for Accurate and Precise Timing of Gaze Input

    Dominik Kirst, Andreas Bulling

    Ext. Abstr. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1519-1525, 2016.

    Abstract Links BibTeX

  13. 3D Gaze Estimation from 2D Pupil Positions on Monocular Head-Mounted Eye Trackers

    Mohsen Mansouryar, Julian Steil, Yusuke Sugano, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 197-200, 2016.

    Abstract Links BibTeX

  14. Concept for Using Eye Tracking in a Head-mounted Display to Adapt Rendering to the User’s Current Visual Field

    Daniel Pohl, Xucong Zhang, Andreas Bulling, Oliver Grau

    Proc. of the 22nd ACM Conference on Virtual Reality Software and Technology (VRST), pp. 323-324, 2016.

    Abstract Links BibTeX

  15. Combining Eye Tracking with Optimizations for Lens Astigmatism in Modern Wide-Angle HMDs

    Daniel Pohl, Xucong Zhang, Andreas Bulling

    Proc. IEEE Virtual Reality (VR), pp. 269-270, 2016.

    Abstract Links BibTeX

  16. Gaussian Processes as an Alternative to Polynomial Gaze Estimation Functions

    Laura Sesma-Sanchez, Yanxia Zhang, Andreas Bulling, Hans Gellersen

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 229-232, 2016.

    Abstract Links BibTeX

  17. Solar System: Smooth Pursuit Interactions Using EOG Glasses

    Junichi Shimizu, Juyoung Lee, Murtaza Dhuliawala, Andreas Bulling, Thad Starner, Woontack Woo, Kai Kunze

    Adj. Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 369-372, 2016.

    Abstract Links BibTeX

  18. Three-Point Interaction: Combining Bi-manual Direct Touch with Gaze

    Adalberto Simeone, Andreas Bulling, Jason Alexander, Hans Gellersen

    Proc. International Conference on Advanced Visual Interfaces (AVI), pp. 168-175, 2016.

    Abstract Links BibTeX

  19. AggreGaze: Collective Estimation of Audience Attention on Public Displays

    Yusuke Sugano, Xucong Zhang, Andreas Bulling

    Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 821-831, 2016.

    Abstract Links BibTeX Best paper honourable mention award

  20. Labeled pupils in the wild: A dataset for studying pupil detection in unconstrained environments

    Marc Tonsen, Xucong Zhang, Yusuke Sugano, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 139-142, 2016.

    Abstract Links BibTeX

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

    Erroll Wood, Tadas Baltrušaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 131–138, 2016.

    Abstract Links BibTeX Emerging investigator award

  22. A 3D Morphable Eye Region Model for Gaze Estimation

    Erroll Wood, Tadas Baltrušaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling

    Proc. European Conference on Computer Vision (ECCV), pp. 297-313, 2016.

    Abstract Links BibTeX

  23. Spatio-Temporal Modeling and Prediction of Visual Attention in Graphical User Interfaces

    Pingmei Xu, Yusuke Sugano, Andreas Bulling

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 3299-3310, 2016.

    Abstract Links BibTeX Best paper honourable mention award

Book Chapters

  1. Proc. 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp)

    Paul Lukowicz, Antonio Krüger, Andreas Bulling, Youn-Kyung Lim, Shwetak N. Patel

    Heidelberg, Germany, ACM, 2016.

    Links BibTeX

Technical Reports

  1. Computational Modelling and Prediction of Gaze Estimation Error for Head-mounted Eye Trackers

    Michael Barz, Andreas Bulling, Florian Daiber

    DFKI Research Reports, pp. 1–6, 2016.

    Abstract BibTeX

  2. Contextual Media Retrieval Using Natural Language Queries

    Sreyasi Nag Chowdhury, Mateusz Malinowski, Andreas Bulling, Mario Fritz

    arXiv:1602.04983, 2016.

    Abstract Links BibTeX

  3. End-to-End Eye Movement Detection Using Convolutional Neural Networks

    Sabrina Hoppe, Andreas Bulling

    arXiv:1609.02452, 2016.

    Abstract Links BibTeX

  4. Gaze Embeddings for Zero-Shot Image Classification

    Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling

    arXiv:1611.09309, pp. 1–10, 2016.

    Abstract Links BibTeX

  5. 3D Gaze Estimation from 2D Pupil Positions on Monocular Head-Mounted Eye Trackers

    Mohsen Mansouryar, Julian Steil, Yusuke Sugano, Andreas Bulling

    arXiv:1601.02644, 2016.

    Abstract Links BibTeX

  6. Predicting the Category and Attributes of Mental Pictures Using Deep Gaze Pooling

    Hosnieh Sattar, Andreas Bulling, Mario Fritz

    arXiv:1611.10162, 2016.

    Abstract Links BibTeX

  7. Seeing with Humans: Gaze-Assisted Neural Image Captioning

    Yusuke Sugano, Andreas Bulling

    arXiv:1608.05203, 2016.

    Abstract Links BibTeX

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

    Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling

    arXiv:1611.08860, 2016.

    Abstract Links BibTeX

2015

Journal Articles

  1. Pursuits: Spontaneous Eye-Based Interaction for Dynamic Interfaces

    Mélodie Vidal, Andreas Bulling, Hans Gellersen

    ACM SIGMOBILE Mobile Computing and Communications Review, 18(4), pp. 8-10, 2015.

    Abstract Links BibTeX

  2. The Feet in HCI: A Survey of Foot-Based Interaction

    Eduardo Velloso, Dominik Schmidt, Jayson Alexander, Hans Gellersen, Andreas Bulling

    ACM Computing Surveys, 48(2), 2015.

    Abstract Links BibTeX

  3. A study on the natural history of scanning behaviour in patients with visual field defects after stroke

    Tobias Loetscher, Celia Chen, Sophie Wignall, Andreas Bulling, Sabrina Hoppe, Owen Churches, Nicole Thomas

    BMC Neurology, 15(64), 2015.

    Abstract Links BibTeX

  4. Walking reduces spatial neglect

    Tobias Loetscher, Celia Chen, Sabrina Hoppe, Andreas Bulling, Sophie Wignall, Churches Owen, Nicole Thomas, Andrew Lee

    , 21(S2), pp. 120-121, 2015.

    Abstract BibTeX

  5. Eye tracking for public displays in the wild

    Yanxia Zhang, Ming Ki Chong, Jörg Müller, Andreas Bulling, Hans Gellersen

    Springer Personal and Ubiquitous Computing, 19(5), pp. 967-981, 2015.

    Abstract Links BibTeX

  6. Introduction to the Special Issue on Activity Recognition for Interaction

    Andreas Bulling, Ulf Blanke, Desney Tan, Jun Rekimoto, Gregory Abowd

    ACM Transactions on Interactive Intelligent Systems (TiiS), 4(16e), 2015.

    Abstract Links BibTeX

Conference Papers

  1. Gaze+RST: Integrating Gaze and Multitouch for Remote Rotate-Scale-Translate Tasks

    Jayson Turner, Jason Alexander, Andreas Bulling, Hans Gellersen

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 4179-4188, 2015.

    Abstract Links BibTeX

  2. The Royal Corgi: Exploring Social Gaze Interaction for Immersive Gameplay

    Mélodie Vidal, Remi Bismuth, Andreas Bulling, Hans Gellersen

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 115-124, 2015.

    Abstract Links BibTeX

  3. Interactions Under the Desk: A Characterisation of Foot Movements for Input in a Seated Position

    Eduardo Velloso, Jason Alexander, Andreas Bulling, Hans Gellersen

    Proc. IFIP TC13 Conference on Human-Computer Interaction (INTERACT), pp. 384-401, 2015.

    Abstract Links BibTeX

  4. Prediction of Search Targets From Fixations in Open-world Settings

    Hosnieh Sattar, Sabine Müller, Mario Fritz, Andreas Bulling

    Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 981-990, 2015.

    Abstract Links BibTeX

  5. On the interplay between spontaneous spoken instructions and human visual behaviour in an indoor guidance task

    Nikolina Koleva, Sabrina Hoppe, Mohammed Mehdi Moniri, Maria Staudte, Andreas Bulling

    Proc. Annual Meeting of the Cognitive Science Society (CogSci), 2015.

    Abstract BibTeX

  6. Tackling Challenges of Interactive Public Displays using Gaze

    Mohamed Khamis, Andreas Bulling, Florian Alt

    Adj. Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 763-766, 2015.

    Abstract Links BibTeX

  7. An Empirical Investigation of Gaze Selection in Mid-Air Gestural 3D Manipulation

    Eduardo Velloso, Jayson Turner, Jason Alexander, Andreas Bulling, Hans Gellersen

    Proc. IFIP TC13 Conference on Human-Computer Interaction (INTERACT), pp. 315-330, 2015.

    Abstract Links BibTeX

  8. Scene viewing and gaze analysis during phonetic segmentation tasks

    Arif Khan, Ingmar Steiner, Ross Macdonald, Yusuke Sugano, Andreas Bulling

    Proc. European Conference on Eye Movements (ECEM), 2015.

    BibTeX

  9. Appearance-based Gaze Estimation in the Wild

    Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling

    Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4511-4520, 2015.

    Abstract Links BibTeX

  10. Self-Calibrating Head-Mounted Eye Trackers Using Egocentric Visual Saliency

    Yusuke Sugano, Andreas Bulling

    Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 363-372, 2015.

    Abstract Links BibTeX

  11. Lightweight Indoor Localization System

    Mihai Bâce, Yvonne-Anne Pignolet

    Proceedings of the 8th IFIP Wireless and Mobile Networking Conference (WMNC 2015). Munich, Germany., pp. 160–167, 2015.

    Links BibTeX

  12. GravitySpot: Guiding Users in Front of Public Displays Using On-Screen Visual Cues

    Florian Alt, Andreas Bulling, Gino Gravanis, Daniel Buschek

    Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 47-56, 2015.

    Abstract Links BibTeX

  13. Graphical Passwords in the Wild – Understanding How Users Choose Pictures and Passwords in Image-based Authentication Schemes

    Florian Alt, Stefan Schneegass, Alireza Sahami, Mariam Hassib, Andreas Bulling

    Proc. ACM International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI), pp. 316-322, 2015.

    Abstract Links BibTeX

  14. Rendering of Eyes for Eye-Shape Registration and Gaze Estimation

    Erroll Wood, Tadas Baltrušaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, Andreas Bulling

    Proc. IEEE International Conference on Computer Vision (ICCV), pp. 3756-3764, 2015.

    Abstract Links BibTeX

  15. Analyzing Visual Attention During Whole Body Interaction with Public Displays

    Robert Walter, Andreas Bulling, David Lindlbauer, Martin Schüssler, Hans Jörg Müller

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 1263-1267, 2015.

    Abstract Links BibTeX

  16. A Field Study on Spontaneous Gaze-based Interaction with a Public Display using Pursuits

    Mohamed Khamis, Florian Alt, Andreas Bulling

    Adj. Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 865-874, 2015.

    Abstract Links BibTeX

  17. Recognition of Curiosity Using Eye Movement Analysis

    Sabrina Hoppe, Tobias Loetscher, Stephanie Morey, Andreas Bulling

    Adj. Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 185-188, 2015.

    Abstract Links BibTeX

  18. GazeProjector: Accurate Gaze Estimation and Seamless Gaze Interaction Across Multiple Displays

    Christian Lander, Sven Gehring, Antonio Krüger, Sebastian Boring, Andreas Bulling

    Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 395-404, 2015.

    Abstract Links BibTeX

  19. Emotion recognition from embedded bodily expressions and speech during dyadic interactions

    Philipp Müller, Sikandar Amin, Prateek Verma, Mykhaylo Andriluka, Andreas Bulling

    Proc. International Conference on Affective Computing and Intelligent Interaction (ACII), pp. 663-669, 2015.

    Abstract Links BibTeX

  20. Orbits: Enabling Gaze Interaction in Smart Watches using Moving Targets

    Augusto Esteves, Eduardo Velloso, Andreas Bulling, Hans Gellersen

    Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 457-466, 2015.

    Abstract Links BibTeX Best paper award

  21. Orbits: Enabling Gaze Interaction in Smart Watches using Moving Targets

    Augusto Esteves, Eduardo Velloso, Andreas Bulling, Hans Gellersen

    Adj. Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 419-422, 2015.

    Abstract Links BibTeX

  22. Human Visual Behaviour for Collaborative Human-Machine Interaction

    Andreas Bulling

    Adj. Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 903-907, 2015.

    Abstract Links BibTeX

  23. Discovery of Everyday Human Activities From Long-term Visual Behaviour Using Topic Models

    Julian Steil, Andreas Bulling

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 75-85, 2015.

    Abstract Links BibTeX

Book Chapters

  1. Proc. International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (PETMEI)

    Peter Kiefer, Yanxia Zhang, Andreas Bulling

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2015.

    Abstract Links BibTeX

Technical Reports

  1. Prediction of Search Targets From Fixations in Open-world Settings

    Hosnieh Sattar, Sabine Müller, Mario Fritz, Andreas Bulling

    arXiv:1502.05137, 2015.

    Abstract Links BibTeX

  2. Appearance-Based Gaze Estimation in the Wild

    Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling

    arXiv:1504.02863, 2015.

    Abstract Links BibTeX

  3. Labeled pupils in the wild: A dataset for studying pupil detection in unconstrained environments

    Marc Tonsen, Xucong Zhang, Yusuke Sugano, Andreas Bulling

    arXiv:1511.05768, 2015.

    Abstract Links BibTeX

  4. Rendering of Eyes for Eye-Shape Registration and Gaze Estimation

    Erroll Wood, Tadas Baltrušaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, Andreas Bulling

    arXiv:1505.05916, 2015.

    Abstract Links BibTeX

  5. GazeProjector: Location-independent gaze interaction on and across multiple displays

    Christian Lander, Sven Gehring, Antonio Krüger, Sebastian Boring, Andreas Bulling

    DFKI Research Reports, 2015.

    Abstract Links BibTeX

  6. GazeDPM: Early Integration of Gaze Information in Deformable Part Models

    Iaroslav Shcherbatyi, Andreas Bulling, Mario Fritz

    arXiv:1505.05753, 2015.

    Abstract Links BibTeX

2014

Journal Articles

  1. On the potential of human visual behaviour for memory augmentation and life logging

    Andreas Bulling

    Dagstuhl Reports/14362, , 2014.

    BibTeX

  2. Cognition-Aware Computing

    Andreas Bulling, Thorsten O. Zander

    IEEE Pervasive Computing, 13(3), pp. 80-83, 2014.

    Abstract Links BibTeX

  3. A Tutorial on Human Activity Recognition Using Body-worn Inertial Sensors

    Andreas Bulling, Ulf Blanke, Bernt Schiele

    ACM Computing Surveys, 46(3), pp. 33:1-33:33, 2014.

    Abstract Links BibTeX

Conference Papers

  1. Cross-Device Gaze-Supported Point-to-Point Content Transfer

    Jayson Turner, Andreas Bulling, Jason Alexander, Hans Gellersen

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 19-26, 2014.

    Abstract Links BibTeX

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

    Moritz Kassner, William Patera, Andreas Bulling

    Adj. Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 1151-1160, 2014.

    Abstract Links BibTeX

  3. Test-time Adaptation for 3D Human Pose Estimation

    Sikandar Amin, Mykhaylo Andriluka, Philipp Müller, Andreas Bulling

    Proc. of the DAGM German Conference on Pattern Recognition (GCPR), pp. 253-264, 2014.

    Abstract Links BibTeX

  4. SmudgeSafe: Geometric Image Transformations for Smudge-resistant User Authentication

    Stefan Schneegass, Frank Steimle, Andreas Bulling, Florian Alt, Albrecht Schmidt

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 775-786, 2014.

    Abstract Links BibTeX

  5. In the Blink of an Eye: Combining Head Motion and Eye Blink Frequency for Activity Recognition with Google Glass

    Shoya Ishimaru, Jens Weppner, Kai Kunze, Koichi Kise, Andreas Dengel, Paul Lukowicz, Andreas Bulling

    Proc. ACM Augmented Human International Conference (AH), pp. 15:1-15:4, 2014.

    Abstract Links BibTeX

  6. EyeTab: Model-based gaze estimation on unmodified tablet computers

    Erroll Wood, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 207-210, 2014.

    Abstract Links BibTeX

  7. GazeHorizon: Enabling Passers-by to Interact with Public Displays by Gaze

    Yanxia Zhang, Hans Jörg Müller, Ming Ki Chong, Andreas Bulling, Hans Gellersen

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 559-563, 2014.

    Abstract Links BibTeX

  8. Ubic: Bridging the gap between digital cryptography and the physical world

    Mark Simkin, Dominique Schröder, Andreas Bulling, Mario Fritz

    Proc. European Symposium on Research in Computer Security (ESORICS), pp. 56-75, 2014.

    Abstract Links BibTeX

  9. Pupil-Canthi-Ratio: A Calibration-Free Method for Tracking Horizontal Gaze Direction

    Yanxia Zhang, Andreas Bulling, Hans Gellersen

    Proc. International Conference on Advanced Visual Interfaces (AVI), pp. 129-132, 2014.

    Abstract Links BibTeX

Book Chapters

  1. Eye Tracking and Eye-Based Human-Computer Interaction

    Päivi Majaranta, Andreas Bulling

    Stephen H. Fairclough, Kiel Gilleade (Eds.): Advances in Physiological Computing, Springer Publishing London, pp. 39-65, 2014.

    Abstract Links BibTeX

Technical Reports

  1. Ubic: Bridging the gap between digital cryptography and the physical world

    Mark Simkin, Andreas Bulling, Mario Fritz, Dominique Schröder

    arXiv:1403.1343, 2014.

    Abstract Links BibTeX

  2. Pupil: An Open Source Platform for Pervasive Eye Tracking and Mobile Gaze-based Interaction

    Moritz Kassner, William Patera, Andreas Bulling

    arXiv:1405.0006, 2014.

    Abstract Links BibTeX

2013

Journal Articles

  1. Using eye-tracking glasses to evaluate the effect of visual scanning training on everyday activities

    Tobias Loetscher, Michael Nicholls, Nicole Thomas, Andreas Bulling, Gayle Clarke, Allison Hayes, Celia Chen

    Brain Impairment, 14(2), pp. 354-355, 2013.

    Abstract BibTeX

Conference Papers

  1. Pursuit Calibration: Making Gaze Calibration Less Tedious and More Flexible

    Ken Pfeuffer, Mélodie Vidal, Jayson Turner, Andreas Bulling, Hans Gellersen

    Proc. ACM Symposium on User Interface Software and Technology (UIST), pp. 261-270, 2013.

    Abstract Links BibTeX

  2. EyeContext: Recognition of High-level Contextual Cues from Human Visual Behaviour

    Andreas Bulling, Christian Weichel, Hans Gellersen

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 305-308, 2013.

    Abstract Links BibTeX

  3. Eye Pull, Eye Push: Moving Objects between Large Screens and Personal Devices with Gaze & Touch

    Jayson Turner, Jason Alexander, Andreas Bulling, Dominik Schmidt, Hans Gellersen

    Proc. IFIP TC13 Conference on Human-Computer Interaction (INTERACT), pp. 170-186, 2013.

    Abstract Links BibTeX

  4. Eye Drop: An Interaction Concept for Gaze-Supported Point-to-Point Content Transfer

    Jayson Turner, Andreas Bulling, Jason Alexander, Hans Gellersen

    Proc. International Conference on Mobile and Ubiquitous Multimedia (MUM), pp. article 37, 2013.

    Abstract Links BibTeX

  5. AutoBAP: Automatic Coding of Body Action and Posture Units from Wearable Sensors

    Eduardo Velloso, Andreas Bulling, Hans Gellersen

    Proc. Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), pp. 135-140, 2013.

    Abstract Links BibTeX

  6. Qualitative Activity Recognition of Weight Lifting Exercises

    Eduardo Velloso, Andreas Bulling, Hans Gellersen, Wallace Ugulino, Hugo Fuks

    Proc. Augmented Human International Conference (AH), pp. 116-123, 2013.

    Abstract Links BibTeX

  7. MotionMA: Motion Modelling and Analysis by Demonstration

    Eduardo Velloso, Andreas Bulling, Hans Gellersen

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1309-1318, 2013.

    Abstract Links BibTeX

  8. Pursuits: eye-based interaction with moving targets

    Mélodie Vidal, Ken Pfeuffer, Andreas Bulling, Hans Gellersen

    Ext. Abstr. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 3147–3150, 2013.

    Abstract Links BibTeX

  9. Pursuits: Spontaneous Interaction with Displays based on Smooth Pursuit Eye Movement and Moving Targets

    Mélodie Vidal, Andreas Bulling, Hans Gellersen

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 439-448, 2013.

    Abstract Links BibTeX

  10. SideWays: A Gaze Interface for Spontaneous Interaction with Situated Displays

    Yanxia Zhang, Andreas Bulling, Hans Gellersen

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 851-860, 2013.

    Abstract Links BibTeX

  11. I know what you are reading – Recognition of document types using mobile eye tracking

    Kai Kunze, Andreas Bulling, Yuzuko Utsumi, Shiga Yuki, Koichi Kise

    Proc. IEEE International Symposium on Wearable Computers (ISWC), pp. 113-116, 2013.

    Abstract Links BibTeX

Book Chapters

  1. Proc. 4th ACM Augmented Human International Conference (AH)

    Albrecht Schmidt, Andreas Bulling, Christian Holz

    Stuttgart, Germany, ACM, 2013.

    Abstract Links BibTeX

  2. Signal processing technologies for activity-aware smart textiles

    Daniel Roggen, Andreas Bulling, Gerhard Tröster

    Tünde Kirstein (Eds.): Woodhead Publishing Series in Textiles, Woodhead Publishing Limited, pp. 329-366, 2013.

    Abstract Links BibTeX

  3. Proc. 3rd International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (PETMEI)

    Andreas Bulling, Roman Bednarik

    Proc. European Conference on Eye Movements (ECEM), 2013.

    BibTeX

2012

Journal Articles

  1. Multimodal Recognition of Reading Activity in Transit Using Body-Worn Sensors

    Andreas Bulling, Jamie A. Ward, Hans Gellersen

    ACM Transactions on Applied Perception (TAP), 9(1), pp. 2:1–2:21, 2012.

    Abstract Links BibTeX

  2. Wearable Eye Tracking for Mental Health Monitoring

    Mélodie Vidal, Jayson Turner, Andreas Bulling, Hans Gellersen

    Computer Communications, 35(11), pp. 1306-1311, 2012.

    Abstract Links BibTeX

Conference Papers

  1. Eye Gesture Recognition on Portable Devices

    Vytautas Vaitukaitis, Andreas Bulling

    Proc. International Workshop on Pervasive Eye Tracking and Mobile Gaze-Based Interaction (PETMEI), pp. 711-714, 2012.

    Abstract Links BibTeX

  2. Extending the Visual Field of a Head-Mounted Eye Tracker for Pervasive Eye-Based Interaction

    Jayson Turner, Andreas Bulling, Hans Gellersen

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 269-272, 2012.

    Abstract Links BibTeX

  3. Towards pervasive gaze tracking with low-level image features

    Yanxia Zhang, Andreas Bulling, Hans Gellersen

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 261-264, 2012.

    Abstract Links BibTeX

  4. Robust, real-time pupil tracking in highly off-axis images

    Lech Świrski, Andreas Bulling, Neil Dodgson

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 173-176, 2012.

    Abstract Links BibTeX

  5. Detection of smooth pursuits using eye movement shape features

    Mélodie Vidal, Andreas Bulling, Hans Gellersen

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 177-180, 2012.

    Abstract Links BibTeX

  6. Increasing the Security of Gaze-Based Cued-Recall Graphical Passwords Using Saliency Masks

    Andreas Bulling, Florian Alt, Albrecht Schmidt

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 3011-3020, 2012.

    Abstract Links BibTeX

  7. Gaze interaction in the post-WIMP world

    Andreas Bulling, Raimund Dachselt, Andrew Duchowski, Robert Jacob, Sophie Stellmach, Veronica Sundstedt

    Ext. Abstracts of the 2012 ACM International Conference on Human Factors in Computing Systems (CHI), pp. 1221-1224, 2012.

    Abstract Links BibTeX

  8. Analysing the Potential of Adapting Head-Mounted Eye Tracker Calibration to a New User

    Benedict Fehringer, Andreas Bulling, Antonio Krüger

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 245-248, 2012.

    Abstract Links BibTeX

Book Chapters

  1. Proc. 2nd International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (PETMEI)

    Andreas Bulling, Geert Brône, Shiwei Cheng, Päivi Majaranta

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 673-676, 2012.

    Abstract Links BibTeX

2011

Journal Articles

  1. What’s in the Eyes for Context-Awareness?

    Andreas Bulling, Daniel Roggen, Gerhard Tröster

    IEEE Pervasive Computing, 10(2), pp. 48-57, 2011.

    Abstract Links BibTeX

  2. Eye Movement Analysis for Activity Recognition Using Electrooculography

    Andreas Bulling, Jamie A. Ward, Hans Gellersen, Gerhard Tröster

    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 33(4), pp. 741-753, 2011.

    Abstract Links BibTeX

Conference Papers

  1. Kontexterkennung für Hörgeräte mittels zusätzlicher Sensormodalitäten

    Bernd Tessendorf, Andreas Bulling, Daniel Roggen, Thomas Stiefmeier, Manuela Feilner, Peter Derleth, Gerhard Tröster

    Proc. Annual Convention for Acoustics (DAGA), 2011.

    BibTeX

  2. Discrimination of Gaze Directions Using Low-Level Eye Image Features

    Yanxia Zhang, Andreas Bulling, Hans Gellersen

    Proc. International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (PETMEI), pp. 9-13, 2011.

    Abstract Links BibTeX

  3. Towards Qualitative Assessment of Weight Lifting Exercises Using Body-Worn Sensors

    Eduardo Velloso, Andreas Bulling, Hans Gellersen

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 587-588, 2011.

    Abstract Links BibTeX

  4. Lane identification and ego-vehicle accurate global positioning in intersections

    Voichita Popescu, Mihai Bâce, Sergiu Nedevschi

    Intelligent Vehicles Symposium (IV 2011). Baden-Baden, Germany., pp. 870 - 875, 2011.

    Links BibTeX

  5. Recognition of Hearing Needs From Body and Eye Movements to Improve Hearing Instruments

    Bernd Tessendorf, Andreas Bulling, Daniel Roggen, Thomas Stiefmeier, Manuela Feilner, Peter Derleth, Gerhard Tröster

    Proc. International Conference on Pervasive Computing (Pervasive), pp. 314-331, 2011.

    Abstract Links BibTeX

  6. Analysing EOG Signal Features for the Discrimination of Eye Movements with Wearable Devices

    Mélodie Vidal, Andreas Bulling, Hans Gellersen

    Proc. International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (PETMEI), pp. 15-20, 2011.

    Abstract Links BibTeX

  7. The Web of Things as an Infrastructure for Improving Users’ Health and Wellbeing

    Eduardo Velloso, Débora Cardador, Katia Vega, Wallace Ugulino, Andreas Bulling, Hans Gellersen, Hugo Fuks

    Proc. Workshop of the Brazilian Institute for Web Science Research, 2011.

    Abstract BibTeX

  8. Combining Gaze with Manual Interaction to Extend Physical Reach

    Jayson Turner, Andreas Bulling, Hans Gellersen

    Proc. International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (PETMEI), pp. 33-36, 2011.

    Abstract Links BibTeX

  9. Recognition of Visual Memory Recall Processes Using Eye Movement Analysis

    Andreas Bulling, Daniel Roggen

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 455-464, 2011.

    Abstract Links BibTeX

  10. Probabilistic Approach for Automated Reasoning for Lane Identification in Intelligent Vehicles

    Voichita Popescu, Mihai Bâce, Sergiu Nedevschi

    International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2011). Timisoara, Romania., pp. 255 - 258, 2011.

    Links BibTeX

Book Chapters

  1. Proc. 1st International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (PETMEI)

    Andreas Bulling, Andrew T. Duchowski, Päivi Majaranta

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 627-628, 2011.

    Abstract Links BibTeX

2010

Journal Articles

  1. Toward Mobile Eye-Based Human-Computer Interaction

    Andreas Bulling, Hans Gellersen

    IEEE Pervasive Computing, 9(4), pp. 8-12, 2010.

    Abstract Links BibTeX

Conference Papers

  1. On the issue of variability in labels and sensor configurations in activity recognition systems

    Daniel Roggen, Kilian Förster, Alberto Calatroni, Andreas Bulling, Gerhard Tröster

    Proc. "How to do good activity recognition research? Experimental methodologies, evaluation metrics, and reproducibility issues" (Pervasive), 2010.

    Abstract BibTeX

  2. Towards Multi-Modal Context Recognition for Hearing Instruments by Analysing Eye and Head Movements

    Bernd Tessendorf, Andreas Bulling, Daniel Roggen, Thomas Stiefmeier, Gerhard Tröster, Manuela Feilner, Peter Derleth

    Proc. IEEE International Symposium on Wearable Computers (ISWC), pp. 1-2, 2010.

    Abstract Links BibTeX

2009

Journal Articles

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

    Andreas Bulling, Daniel Roggen, Gerhard Tröster

    Journal of Ambient Intelligence and Smart Environments, 1(2), pp. 157-171, 2009.

    Abstract Links BibTeX

Conference Papers

  1. Eye Movement Analysis for Activity Recognition

    Andreas Bulling, Jamie A. Ward, Hans Gellersen, Gerhard Tröster

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 41-50, 2009.

    Abstract Links BibTeX

  2. Speech as a Feedback Modality for Smart Objects

    Clemens Lombriser, Andreas Bulling, Andreas Breitenmoser, Gerhard Tröster

    Proc. IEEE International Workshop on Intelligent Pervasive Devices (PerDev), pp. 1-5, 2009.

    Abstract Links BibTeX

  3. OPPORTUNITY: Activity and context awareness in opportunistic open-ended sensor environments

    Daniel Roggen, Kilian Förster, Alberto Calatroni, Andreas Bulling, Thomas Holleczek, Gerhard Tröster, Paul Lukowicz, Gerald Pirkl, David Bannach, Alois Ferscha, Andreas Riener, Clemens Holzmann, Ricardo Chavarriaga, José R. Millán

    Proc. European Future and Emerging Technologies Conference (FET), 2009.

    BibTeX

  4. Wearable EOG Goggles: Eye-Based Interaction in Everyday Environments

    Andreas Bulling, Daniel Roggen, Gerhard Tröster

    Ext. Abstr. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 3259-3264, 2009.

    Abstract Links BibTeX

2008

Conference Papers

  1. Robust Recognition of Reading Activity in Transit Using Wearable Electrooculography

    Andreas Bulling, Jamie A. Ward, Hans Gellersen, Gerhard Tröster

    Proc. International Conference on Pervasive Computing (Pervasive), pp. 19-37, 2008.

    Abstract Links BibTeX

  2. EyeMote - Towards Context-Aware Gaming Using Eye Movements Recorded From Wearable Electrooculography

    Andreas Bulling, Daniel Roggen, Gerhard Tröster

    Proc. ACM International Conference on Fun and Games (FnG), pp. 33-45, 2008.

    Abstract Links BibTeX

  3. It’s in Your Eyes - Towards Context-Awareness and Mobile HCI Using Wearable EOG Goggles

    Andreas Bulling, Daniel Roggen, Gerhard Tröster

    Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 84-93, 2008.

    Abstract Links BibTeX