Margrit Betke
Orcid: 0000-0002-4491-6868Affiliations:
- Boston University, USA
According to our database1,
Margrit Betke
authored at least 170 papers
between 1995 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on cs.bu.edu
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on dl.acm.org
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Bibliography
2025
DebiasPI: Inference-time Debiasing by Prompt Iteration of a Text-to-Image Generative Model.
CoRR, January, 2025
2024
Graph Attention-Based Fusion of Pathology Images and Gene Expression for Prediction of Cancer Survival.
IEEE Trans. Medical Imaging, September, 2024
FLUEnT: Transformer for detecting lung consolidations in videos using fused lung ultrasound encodings.
Comput. Biol. Medicine, 2024
A Lesion-Aware Edge-Based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia.
Proceedings of the Machine Learning in Clinical Neuroimaging - 7th International Workshop, 2024
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Demonstration of CameraMouseAI: A Head-Based Mouse-Control System for People with Severe Motor Disabilities.
Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility, 2024
Affect Behavior Prediction: Using Transformers and Timing Information to Make Early Predictions of Student Exercise Outcome.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024
2023
ATL-BP: A Student Engagement Dataset and Model for Affect Transfer Learning for Behavior Prediction.
IEEE Trans. Biom. Behav. Identity Sci., July, 2023
Consistent long-term practice leads to consistent improvement: Benefits of self-managed therapy for language and cognitive deficits using a digital therapeutic.
Frontiers Digit. Health, March, 2023
Int. J. Comput. Vis., 2023
BU-CVKit: Extendable Computer Vision Framework for Species Independent Tracking and Analysis.
CoRR, 2023
COVES: A Cognitive-Affective Deep Model that Personalizes Math Problem Difficulty in Real Time and Improves Student Engagement with an Online Tutor.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Fusion Approaches to Predict Post-stroke Aphasia Severity from Multimodal Neuroimaging Data.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Joint Conference on Biometrics, 2023
Proceedings of the Workshop "Towards the Future of AI-augmented Human Tutoring in Math Learning" co-located with The 24th International Conference on Artificial Intelligence in Education (AIED 2023), 2023
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023
2022
IEEE Trans. Medical Imaging, 2022
Text and metadata extraction from scanned Arabic documents using support vector machines.
J. Inf. Sci., 2022
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation.
CoRR, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences, 2022
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
Measurements and Interventions to Improve Student Engagement Through Facial Expression Recognition.
Proceedings of the Adaptive Instructional Systems, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
Extracting text from scanned Arabic books: a large-scale benchmark dataset and a fine-tuned Faster-R-CNN model.
Int. J. Document Anal. Recognit., 2021
An Exploration of Machine Learning Methods for Predicting Post-stroke Aphasia Recovery.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Measuring and Integrating Facial Expressions and Head Pose as Indicators of Engagement and Affect in Tutoring Systems.
Proceedings of the Adaptive Instructional Systems. Adaptation Strategies and Methods, 2021
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021
Proceedings of the 2021 Symposium on Eye Tracking Research and Applications, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Comput. Vis. Image Underst., 2020
OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames.
CoRR, 2020
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System.
CoRR, 2020
Performance Comparison of Crowdworkers and NLP Tools onNamed-Entity Recognition and Sentiment Analysis of Political Tweets.
CoRR, 2020
Proceedings of the 18th Eurographics Workshop on Graphics and Cultural Heritage, 2020
Proceedings of the UIST '20 Adjunct: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020
A machine learning approach for predicting post-stroke aphasia recovery: a pilot study.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
A method for detecting text of arbitrary shapes in natural scenes that improves text spotting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Predicting How to Distribute Work Between Algorithms and Humans to Segment an Image Batch.
Int. J. Comput. Vis., 2019
ExerciseCheck: data analytics for a remote monitoring and evaluation platform for home-based physical therapy.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019
ExerciseCheck: a scalable platform for remote physical therapy deployed as a hybrid desktop and web application.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types.
Proceedings of the 5th International Workshop on Multimedia Assisted Dietary Management, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
2018
Exploration of Assistive Technologies Used by People with Quadriplegia Caused by Degenerative Neurological Diseases.
Int. J. Hum. Comput. Interact., 2018
Making scanned Arabic documents machine accessible using an ensemble of SVM classifiers.
Int. J. Document Anal. Recognit., 2018
Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s).
Int. J. Comput. Vis., 2018
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018
Context-Sensitive Prediction of Facial Expressivity Using Multimodal Hierarchical Bayesian Neural Networks.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
ASAR 2018 Layout Analysis Challenge: Using Random Forests to Analyze Scanned Arabic Books.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018
LABA: Logical Layout Analysis of Book Page Images in Arabic Using Multiple Support Vector Machines.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018
The ASAR 2018 Competition on Physical Layout Analysis of Scanned Arabic Books (PLA-SAB 2018).
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018
2017
Image Vis. Comput., 2017
CoRR, 2017
ExerciseCheck: Remote Monitoring and Evaluation Platform for Home Based Physical Therapy.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017
Proceedings of the Fifth AAAI Conference on Human Computation and Crowdsourcing, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01816-9, 2016
Global optimization for coupled detection and data association in multiple object tracking.
Comput. Vis. Image Underst., 2016
Dynamic Allocation of Crowd Contributions for Sentiment Analysis during the 2016 U.S. Presidential Election.
CoRR, 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Dynamic Adjustment of Physical Exercises Based on Performance Using the Proficio Robotic Arm.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
BCE-Arabic-v1 dataset: Towards interpreting Arabic document images for people with visual impairments.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Investigating the Influence of Data Familiarity to Improve the Design of a Crowdsourcing Image Annotation System.
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016
ICORD: Intelligent Collection of Redundant Data - A Dynamic System for Crowdsourcing Cell Segmentations Accurately and Efficiently.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
EURASIP J. Image Video Process., 2015
How to Collect Segmentations for Biomedical Images? A Benchmark Evaluating the Performance of Experts, Crowdsourced Non-experts, and Algorithms.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
2014
Pervasive technologies and assistive environments: cognitive systems for assistive environments: special issue of PETRA 2010 and 2011 conferences.
Univers. Access Inf. Soc., 2014
Adaptive sliding menubars make existing software more accessible to people with severe motion impairments.
Univers. Access Inf. Soc., 2014
Assistive environments for the disabled and the senior citizens: theme issue of PETRA 2010 and 2011 conferences.
Pers. Ubiquitous Comput., 2014
Pers. Ubiquitous Comput., 2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Target reverse crossing: a selection method for camera-based mouse-replacement systems.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Neural Comput., 2013
SAGE: An approach and implementation empowering quick and reliable quantitative analysis of segmentation quality.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Preliminary investigation of the impact of visual feedback on a camera-based mouse-replacement system.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013
Understanding animal flight with three-dimensional and infrared computer vision: invited keynote talk.
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Automatically Generating Online Social Network Messages to Combat Social Isolation of People with Disabilities.
Proceedings of the Universal Access in Human-Computer Interaction. User and Context Diversity, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the British Machine Vision Conference, 2013
Proceedings of the American Control Conference, 2013
2012
Cell morphology classification and clutter mitigation in phase-contrast microscopy images using machine learning.
Mach. Vis. Appl., 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Menu controller: making existing software more accessible for people with motor impairments.
Proceedings of the PETRA 2011, 2011
Proceedings of the Universal Access in Human-Computer Interaction. Users Diversity, 2011
Proceedings of the Universal Access in Human-Computer Interaction. Applications and Services, 2011
Proceedings of the Universal Access in Human-Computer Interaction. Users Diversity, 2011
Efficient track linking methods for track graphs using network-flow and set-cover techniques.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Enhancing social connections through automatically-generated online social network messages.
Proceedings of the 13th International ACM SIGACCESS Conference on Computers and Accessibility, 2011
Proceedings of the 13th International ACM SIGACCESS Conference on Computers and Accessibility, 2011
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011
2010
Towards a Multi-camera Mouse-replacement Interface.
Proceedings of the Pattern Recognition in Information Systems, 2010
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Computers Helping People with Special Needs, 2010
Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010
Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010
Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010
2009
RefLink: An Interface that Enables People with Motion Impairments to Analyze Web Content and Dynamically Link to References.
Proceedings of the Pattern Recognition in Information Systems, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Movement and Recovery Analysis of a Mouse-Replacement Interface for Users with Severe Disabilities.
Proceedings of the Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 2009
Tracking of cell populations to understand their spatio-temporal behavior in response to physical stimuli.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
2008
IEEE Trans. Syst. Man Cybern. Part A, 2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the Computer Vision, 2008
2007
IEEE Trans. Circuits Syst. Video Technol., 2007
Comput. Music. J., 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Symbol design: a user-centered method to design pen-based interfaces and extend the functionality of pointer input devices.
Univers. Access Inf. Soc., 2006
Facial Feature Tracking and Occlusion Recovery in American Sign Language.
Proceedings of the Pattern Recognition in Information Systems, 2006
Tracking and Prediction of Tumor Movement in the Abdomen.
Proceedings of the Pattern Recognition in Information Systems, 2006
Proceedings of the 4th International Symposium on Non-Photorealistic Animation and Rendering, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Universal Access in Ambient Intelligence Environments, 2006
A Customizable Camera-Based Human Computer Interaction System Allowing People with Disabilities Autonomous Hands-Free Navigation of Multiple Computing Tasks.
Proceedings of the Universal Access in Ambient Intelligence Environments, 2006
2005
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
Proceedings of the Computer Vision in Human-Computer Interaction, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
2004
Proceedings of the User-Centered Interaction Paradigms for Universal Access in the Information Society, 2004
Shape-Based Curve Growing Model and Adaptive Regularization for Pulmonary Fissure Segmentation in CT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Real-Time 4D Tumor Tracking and Modeling from Internal and External Fiducials in Fluoroscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
EyeKeys: A Real-Time Vision Interface Based on Gaze Detection from a Low-Grade Video Camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004
2003
Communication via eye blinks and eyebrow raises: video-based human-computer interfaces.
Univers. Access Inf. Soc., 2003
Landmark detection in the chest and registration of lung surfaces with an application to nodule registration.
Medical Image Anal., 2003
Counting Fingers in Real Time: A Webcam-Based Human-Computer Interface with Game Applications.
Proceedings of the Human-Computer Interaction: Universal Access in HCI: Inclusive Design in the Information Society, 2003
2002
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002
2001
Recognition, Resolution, and Complexity of Objects Subject to Affine Transformations.
Int. J. Comput. Vis., 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Early experiences using visual tracking for computer access by people with profound physical disabilities.
Proceedings of the Universal Access In HCI: Towards an Information Society for All, 2001
Proceedings of the 2001 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
Necessary Conditions to Attain Performance Bounds on Structure and Motion Estimates of Rigid Objects.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Mach. Vis. Appl., 2000
1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
1997
1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
Proceedings of the Eigth Annual Conference on Computational Learning Theory, 1995