Michael Barz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 47

Top Topics

Gaze Estimation

Medical Decision Support

Top Venues

Publications

Abdulrahman Mohamed Selim, Maurice Rekrut, Michael Barz, Daniel Sonntag
Speech Imagery BCI Training Using Game with a Purpose. AVI (2024)
Abdulrahman Mohamed Selim, Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Daniel Sonntag
A review of machine learning in scanpath analysis for passive gaze-based interaction. Frontiers Artif. Intell. 7 (2024)
Konstantin Kuznetsov, Sara-Jane Bittner, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
FormTwin: A Framework for Pen-based Data Collection. UMAP (Adjunct Publication) (2024)
Hoang H. Le, Duy M. H. Nguyen, Omair Shahzad Bhatti, László Kopácsi, Thinh P. Ngo, Binh T. Nguyen, Michael Barz, Daniel Sonntag
I-MPN: Inductive Message Passing Network for Effective and Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data. CoRR (2024)
Daniel Sonntag, Michael Barz, Thiago S. Gouvêa
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE). CoRR (2024)
Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Duy Minh Ho Nguyen, Daniel Sonntag
Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification. IUI Companion (2023)
László Kopácsi, Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag
IMETA: An Interactive Mobile Eye Tracking Annotation Method for Semi-automatic Fixation-to-AOI mapping. IUI Companion (2023)
Konstantin Kuznetsov, Michael Barz, Daniel Sonntag
Detection of contract cheating in pen-and-paper exams through the analysis of handwriting style. ICMI Companion (2023)
Christoph Albert Johns, Michael Barz, Daniel Sonntag
Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models. KI (2023)
Md Abdul Kadir, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
A User Interface for Explaining Machine Learning Model Explanations. IUI Companion (2023)
Hasan Md Tusfiqur Alam, Duy M. H. Nguyen, Mai Thanh Nhat Truong, Triet A. Nguyen, Binh T. Nguyen, Michael Barz, Hans-Jürgen Profitlich, Ngoc T. T. Than, Ngan Le, Pengtao Xie, Daniel Sonntag
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading. CoRR (2022)
Felix Céard-Falkenberg, Konstantin Kuznetsov, Alexander Prange, Michael Barz, Daniel Sonntag
pEncode: A Tool for Visualizing Pen Signal Encodings in Real-Time. HHAI (2022)
Konstantin Kuznetsov, Michael Barz, Daniel Sonntag
SpellInk: Interactive Correction of Spelling Mistakes in Handwritten Text. HHAI (2022)
Pablo Valdunciel, Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
Interactive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval. CHIIR (2022)
Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning. KI (2022)
Michael Barz, Daniel Sonntag
Automatic Visual Attention Detection for Mobile Eye Tracking Using Pre-Trained Computer Vision Models and Human Gaze. Sensors 21 (12) (2021)
Alexander Prange, Michael Barz, Anika Heimann-Steinert, Daniel Sonntag
Explainable Automatic Evaluation of the Trail Making Test for Dementia Screening. CHI (2021)
Sebastian Kapp, Michael Barz, Sergey Mukhametov, Daniel Sonntag, Jochen Kuhn
ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays. Sensors 21 (6) (2021)
Luisa Lauer, Kristin Altmeyer, Sarah Malone, Michael Barz, Roland Brünken, Daniel Sonntag, Markus Peschel
Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children. Sensors 21 (19) (2021)
Michael Barz, Sebastian Kapp, Jochen Kuhn, Daniel Sonntag
Automatic Recognition and Augmentation of Attended Objects in Real-time using Eye Tracking and a Head-mounted Display. ETRA Adjunct (2021)
Michael Barz, Omair Shahzad Bhatti, Bengt Lüers, Alexander Prange, Daniel Sonntag
Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces. ICMI Companion (2021)
Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
EyeLogin - Calibration-free Authentication Method for Public Displays Using Eye Gaze. ETRA Short Papers (2021)
Rajarshi Biswas, Michael Barz, Mareike Hartmann, Daniel Sonntag
Improving German Image Captions Using Machine Translation and Transfer Learning. SLSP (2021)
Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag
Implicit Estimation of Paragraph Relevance From Eye Movements. Frontiers Comput. Sci. 3 (2021)
Michael Barz, Kristin Altmeyer, Sarah Malone, Luisa Lauer, Daniel Sonntag
Digital Pen Features Predict Task Difficulty and User Performance of Cognitive Tests. UMAP (2020)
Rajarshi Biswas, Michael Barz, Daniel Sonntag
Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking. Künstliche Intell. 34 (4) (2020)
Michael Barz, Sven Stauden, Daniel Sonntag
Visual Search Target Inference in Natural Interaction Settings with Machine Learning. ETRA (2020)
Michael Barz, Daniel Sonntag
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning. CoRR (2019)
Michael Barz, Daniel Sonntag
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine Learning. IWSDS (2019)
Rajarshi Biswas, Aditya Mogadala, Michael Barz, Daniel Sonntag, Dietrich Klakow
Automatic Judgement of Neural Network-Generated Image Captions. SLSP (2019)
Marimuthu Kalimuthu, Michael Barz, Daniel Sonntag
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings. WANLP@ACL 2019 (2019)
Alexander Prange, Michael Barz, Daniel Sonntag
A categorisation and implementation of digital pen features for behaviour characterisation. CoRR (2018)
Michael Barz, Neslihan Büyükdemircioglu, Rikhu Prasad Surya, Tim Polzehl, Daniel Sonntag
Device-Type Influence in Crowd-based Natural Language Translation Tasks (short paper). SAD/CrowdBias@HCOMP (2018)
Alexander Prange, Michael Barz, Daniel Sonntag
Medical 3D Images in Multimodal Virtual Reality. IUI Companion (2018)
Jan Zacharias, Michael Barz, Daniel Sonntag
A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces. CoRR (2018)
Michael Barz, Florian Daiber, Daniel Sonntag, Andreas Bulling
Error-aware gaze-based interfaces for robust mobile gaze interaction. ETRA (2018)
Sven Stauden, Michael Barz, Daniel Sonntag
Visual Search Target Inference Using Bag of Deep Visual Words. KI (2018)
Michael Barz, Peter Poller, Martin Schneider, Sonja Zillner, Daniel Sonntag
Human-in-the-Loop Control Processes in Gas Turbine Maintenance. HoloMAS (2017)
Michael Barz, Peter Poller, Daniel Sonntag
Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI. HRI (Companion) (2017)
Alexander Prange, Margarita Chikobava, Peter Poller, Michael Barz, Daniel Sonntag
A Multimodal Dialogue System for Medical Decision Support inside Virtual Reality. SIGDIAL Conference (2017)
Michael Barz, Peter Poller, Daniel Sonntag
Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI (Demo). HRI (Companion) (2017)
Daniel Sonntag, Michael Barz, Jan Zacharias, Sven Stauden, Vahid Rahmani, Áron Fóthi, András Lörincz
Fine-tuning deep CNN models on specific MS COCO categories. CoRR (2017)
Alexander Prange, Michael Barz, Daniel Sonntag
Speech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration). IJCAI (2017)
Michael Barz, Mohammad Mehdi Moniri, Markus Weber, Daniel Sonntag
Multimodal multisensor activity annotation tool. UbiComp Adjunct (2016)
Michael Barz, Florian Daiber, Andreas Bulling
Prediction of gaze estimation error for error-aware gaze-based interfaces. ETRA (2016)
Pascal Lessel, Maximilian Altmeyer, Frederic Kerber, Michael Barz, Cornelius Leidinger, Antonio Krüger
WaterCoaster: A Device to Encourage People in a Playful Fashion to Reach Their Daily Water Intake Level. CHI Extended Abstracts (2016)
Michael Barz, Daniel Sonntag
Gaze-guided object classification using deep neural networks for attention-based computing. UbiComp Adjunct (2016)