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ORCIDMargrit Betke
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- affiliation: Boston University, USA
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2020 – today
- 2025
[j37]Randa I. Elanwar, Margrit Betke
:
Generative adversarial networks for handwriting image generation: a review. Vis. Comput. 41(4): 2299-2322 (2025)- [i28]Sarah Bonna, Yu-Cheng Huang, Ekaterina Novozhilova, Sejin Paik, Zhengyang Shan, Michelle Yilin Feng, Ge Gao, Yonish Tayal, Rushil Kulkarni, Jialin Yu, Nupur Divekar, Deepti Ghadiyaram, Derry Wijaya, Margrit Betke:
DebiasPI: Inference-time Debiasing by Prompt Iteration of a Text-to-Image Generative Model. CoRR abs/2501.18642 (2025) - 2024
- [j36]Umair Khan, Russell Thompson, Jason Li, Lauren P. Etter, Ingrid Camelo, Rachel C. Pieciak, Ilse Castro-Aragon, Bindu Setty, Christopher C. Gill, Libertario Demi, Margrit Betke:
FLUEnT: Transformer for detecting lung consolidations in videos using fused lung ultrasound encodings. Comput. Biol. Medicine 180: 109014 (2024) - [j35]Yi Zheng, Regan D. Conrad, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama:
Graph Attention-Based Fusion of Pathology Images and Gene Expression for Prediction of Cancer Survival. IEEE Trans. Medical Imaging 43(9): 3085-3097 (2024) - [c121]Hao Yu, Danielle A. Allessio, William Rebelsky, Tom Murray, John J. Magee, Ivon Arroyo, Beverly P. Woolf, Sarah Adel Bargal, Margrit Betke:
Affect Behavior Prediction: Using Transformers and Timing Information to Make Early Predictions of Student Exercise Outcome. AIED (2) 2024: 194-208 - [c120]Farid Karimli, Hao Yu, Srishti Jain, Emmanuel Sarpong Akosah, Margrit Betke, Wenxin Feng:
Demonstration of CameraMouseAI: A Head-Based Mouse-Control System for People with Severe Motor Disabilities. ASSETS 2024: 124:1-124:6 - [c119]Ge Gao, Jongin Kim, Sejin Paik, Ekaterina Novozhilova, Yi Liu, Sarah T. Bonna, Margrit Betke, Derry Tanti Wijaya:
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation. LREC/COLING 2024: 5944-5955 - [c118]Zijian Chen, Maria Varkanitsa, Prakash Ishwar, Janusz Konrad, Margrit Betke, Swathi Kiran, Archana Venkataraman:
A Lesion-Aware Edge-Based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia. MLCN@MICCAI 2024: 91-101 - [i27]Isidora Chara Tourni, Lei Guo, Hengchang Hu, Edward Halim, Prakash Ishwar, Taufiq Husada Daryanto, Mona Jalal, Boqi Chen, Margrit Betke, Fabian Zhafransyah, Sha Lai, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage. CoRR abs/2406.17213 (2024) - [i26]Ge Gao, Jongin Kim, Sejin Paik, Ekaterina Novozhilova, Yi Liu, Sarah T. Bonna, Margrit Betke, Derry Tanti Wijaya:
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation. CoRR abs/2407.10091 (2024) - [i25]Zijian Chen, Maria Varkanitsa, Prakash Ishwar, Janusz Konrad, Margrit Betke, Swathi Kiran, Archana Venkataraman:
A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia. CoRR abs/2409.02303 (2024) - [i24]Yiwen Gu, Mahir Patel, Margrit Betke:
ExeChecker: Where Did I Go Wrong? CoRR abs/2412.10573 (2024) - 2023
- [j34]Hantian Liu, Claire Cordella, Prakash Ishwar, Margrit Betke, Swathi Kiran:
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 5 (2023) - [j33]Mahir Patel, Yiwen Gu, Lucas C. Carstensen, Michael E. Hasselmo, Margrit Betke:
Animal Pose Tracking: 3D Multimodal Dataset and Token-based Pose Optimization. Int. J. Comput. Vis. 131(2): 514-530 (2023) - [j32]Nataniel Ruiz, Hao Yu, Danielle Allessio, Mona Jalal, Ajjen Joshi, Tom Murray, John J. Magee, Kevin Delgado, Vitaly Ablavsky, Stan Sclaroff, Ivon Arroyo, Beverly P. Woolf, Sarah Adel Bargal, Margrit Betke:
ATL-BP: A Student Engagement Dataset and Model for Affect Transfer Learning for Behavior Prediction. IEEE Trans. Biom. Behav. Identity Sci. 5(3): 411-424 (2023) - [c117]Sejin Paik, Sarah Bonna, Ekaterina Novozhilova, Ge Gao, Jongin Kim, Derry Wijaya, Margrit Betke:
The Affective Nature of AI-Generated News Images: Impact on Visual Journalism. ACII 2023: 1-8 - [c116]Beverly P. Woolf, Margrit Betke, Hao Yu, Sarah Adel Bargal, Ivon Arroyo, John J. Magee, Danielle Allessio, William Rebelsky:
Face Readers: The Frontier of Computer Vision and Math Learning. Human-AI Math Tutoring@AIED 2023: 24-36 - [c115]Wenda Qin, Lauren P. Etter, Alinani Simukanga, Christopher J. Gill, Margrit Betke:
Age-constrained Ear Recognition: The EICZA Dataset and SASE Baseline Model. IJCB 2023: 1-10 - [c114]Kaihong Wang, Donghyun Kim, Rogério Feris, Margrit Betke:
CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation. ICCV 2023: 11485-11495 - [c113]Saurav Chennuri, Sha Lai, Anne Billot, Maria Varkanitsa, Emily J. Braun, Swathi Kiran, Archana Venkataraman, Janusz Konrad, Prakash Ishwar, Margrit Betke:
Fusion Approaches to Predict Post-stroke Aphasia Severity from Multimodal Neuroimaging Data. ICCV (Workshops) 2023: 2636-2645 - [c112]Hao Yu, Danielle A. Allessio, Will Lee, William Rebelsky, Frank Sylvia, Tom Murray, John J. Magee, Ivon Arroyo, Beverly P. Woolf, Sarah Adel Bargal, Margrit Betke:
COVES: A Cognitive-Affective Deep Model that Personalizes Math Problem Difficulty in Real Time and Improves Student Engagement with an Online Tutor. ACM Multimedia 2023: 6152-6160 - [i23]Mahir Patel, Lucas C. Carstensen, Yiwen Gu, Michael E. Hasselmo, Margrit Betke:
BU-CVKit: Extendable Computer Vision Framework for Species Independent Tracking and Analysis. CoRR abs/2306.04736 (2023) - 2022
- [j31]Wenda Qin, Randa I. Elanwar, Margrit Betke:
Text and metadata extraction from scanned Arabic documents using support vector machines. J. Inf. Sci. 48(2): 268-279 (2022) - [j30]Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama:
A Graph-Transformer for Whole Slide Image Classification. IEEE Trans. Medical Imaging 41(11): 3003-3015 (2022) - [c111]Donghyun Kim, Kaihong Wang, Kate Saenko, Margrit Betke, Stan Sclaroff:
A Unified Framework for Domain Adaptive Pose Estimation. ECCV (33) 2022: 603-620 - [c110]Will Lee, Danielle Allessio, William Rebelsky, Sai Satish Gattupalli, Hao Yu, Ivon Arroyo, Margrit Betke, Sarah Adel Bargal, Tom Murray, Frank Sylvia, Beverly P. Woolf:
Measurements and Interventions to Improve Student Engagement Through Facial Expression Recognition. HCI (31) 2022: 286-301 - [c109]Ge Gao, Sejin Paik, Carley Reardon, Yanling Zhao, Lei Guo, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya:
Prediction of People's Emotional Response towards Multi-modal News. AACL/IJCNLP (1) 2022: 364-374 - [c108]Sha Lai, Yanru Jiang, Lei Guo, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
An Unsupervised Approach to Discover Media Frames. PoliticalNLP@LREC 2022: 22-31 - [c107]Carley Reardon, Sejin Paik, Ge Gao, Meet Parekh, Yanling Zhao, Lei Guo, Margrit Betke, Derry Tanti Wijaya:
BU-NEmo: an Affective Dataset of Gun Violence News. LREC 2022: 2507-2516 - [i22]Donghyun Kim, Kaihong Wang, Kate Saenko, Margrit Betke, Stan Sclaroff:
A Unified Framework for Domain Adaptive Pose Estimation. CoRR abs/2204.00172 (2022) - [i21]Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama:
A graph-transformer for whole slide image classification. CoRR abs/2205.09671 (2022) - [i20]Kaihong Wang, Donghyun Kim, Rogério Feris, Kate Saenko, Margrit Betke:
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation. CoRR abs/2211.14703 (2022) - 2021
- [j29]Randa I. Elanwar, Wenda Qin, Margrit Betke, Derry Wijaya:
Extracting text from scanned Arabic books: a large-scale benchmark dataset and a fine-tuned Faster-R-CNN model. Int. J. Document Anal. Recognit. 24(4): 349-362 (2021) - [c106]Kaihong Wang, Chenhongyi Yang, Margrit Betke:
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation. AAAI 2021: 10138-10146 - [c105]Vibhu Bhatia, Vidya Prasad Akavoor, Sejin Paik, Lei Guo, Mona Jalal, Alyssa Hasegawa Smith, David Assefa Tofu, Edward Edberg Halim, Yimeng Sun, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data. EMNLP (Demos) 2021: 242-250 - [c104]Isidora Chara Tourni, Lei Guo, Taufiq Husada Daryanto, Fabian Zhafransyah, Edward Edberg Halim, Mona Jalal, Boqi Chen, Sha Lai, Hengchang Hu, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage. EMNLP (Findings) 2021: 4037-4050 - [c103]Wenxin Feng, Jiangnan Zou, Andrew T. N. Kurauchi, Carlos H. Morimoto, Margrit Betke:
HGaze Typing: Head-Gesture Assisted Gaze Typing. ETRA Full Papers 2021: 11:1-11:11 - [c102]Nataniel Ruiz, Hao Yu, Danielle Allessio, Mona Jalal, Ajjen Joshi, Thomas J. Murray, John J. Magee, Jacob Whitehill, Vitaly Ablavsky, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke:
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. FG 2021: 1-8 - [c101]Hao Yu, Ankit Gupta, Will Lee, Ivon Arroyo, Margrit Betke, Danielle Allesio, Tom Murray, John J. Magee, Beverly P. Woolf:
Measuring and Integrating Facial Expressions and Head Pose as Indicators of Engagement and Affect in Tutoring Systems. HCI (32) 2021: 219-233 - [c100]Kevin Delgado, Juan Manuel Origgi, Tania Hasanpoor, Hao Yu, Danielle Allessio, Ivon Arroyo, William Lee, Margrit Betke, Beverly P. Woolf, Sarah Adel Bargal:
Student Engagement Dataset. ICCVW 2021: 3621-3629 - [c99]Yi Zheng, Qitong Wang, Margrit Betke:
Semantic-Based Sentence Recognition in Images Using Bimodal Deep Learning. ICIP 2021: 2753-2757 - [c98]Sha Lai, Anne Billot, Maria Varkanitsa, Emily J. Braun, Brenda Rapp, Todd B. Parrish, Ajay Kurani, James Higgins, David Caplan, Cynthia K. Thompson, Swathi Kiran, Margrit Betke, Prakash Ishwar:
An Exploration of Machine Learning Methods for Predicting Post-stroke Aphasia Recovery. PETRA 2021: 556-564 - 2020
- [j28]Elham Saraee, Mona Jalal, Margrit Betke:
Visual complexity analysis using deep intermediate-layer features. Comput. Vis. Image Underst. 195: 102949 (2020) - [c97]Afra Feyza Akyürek, Lei Guo, Randa I. Elanwar, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya:
Multi-Label and Multilingual News Framing Analysis. ACL 2020: 8614-8624 - [c96]Qitong Wang, Yi Zheng, Margrit Betke:
A method for detecting text of arbitrary shapes in natural scenes that improves text spotting. CVPR Workshops 2020: 2296-2305 - [c95]Chenhongyi Yang, Vitaly Ablavsky, Kaihong Wang, Qi Feng, Margrit Betke:
Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes. ECCV (18) 2020: 530-546 - [c94]Yi Zheng, Wenda Qin, Derry Wijaya, Margrit Betke:
LAL: Linguistically Aware Learning for Scene Text Recognition. ACM Multimedia 2020: 4051-4059 - [c93]Yiwen Gu, Murtadha Bahrani, Anne Billot, Sha Lai, Emily J. Braun, Maria Varkanitsa, Julia Bighetto, Brenda Rapp, Todd B. Parrish, David Caplan, Cynthia K. Thompson, Swathi Kiran, Margrit Betke:
A machine learning approach for predicting post-stroke aphasia recovery: a pilot study. PETRA 2020: 22:1-22:9 - [c92]Andrew T. N. Kurauchi, Wenxin Feng, Ajjen Joshi, Carlos H. Morimoto, Margrit Betke:
Swipe&Switch: Text Entry Using Gaze Paths and Context Switching. UIST (Adjunct Volume) 2020: 84-86 - [c91]Dennis Henneman, Yichen Li, John Ochsendorf, Margrit Betke, Emily Whiting:
Augmented Reality for Sculpture Stability Analysis and Conservation. GCH 2020: 85-88 - [i19]Mona Jalal, Kate K. Mays, Lei Guo, Margrit Betke:
Performance Comparison of Crowdworkers and NLP Tools onNamed-Entity Recognition and Sentiment Analysis of Political Tweets. CoRR abs/2002.04181 (2020) - [i18]Nataniel Ruiz, Mona Jalal, Vitaly Ablavsky, Danielle Allessio, John J. Magee, Jacob Whitehill, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke:
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. CoRR abs/2002.05242 (2020) - [i17]Mona Jalal, Josef B. Spjut, Ben Boudaoud, Margrit Betke:
SIDOD: A Synthetic Image Dataset for 3D Object Pose Recognition with Distractors. CoRR abs/2008.05955 (2020) - [i16]Alyssa Hasegawa Smith, David Assefa Tofu, Mona Jalal, Edward Edberg Halim, Yimeng Sun, Vidya Akavoor, Margrit Betke, Prakash Ishwar, Lei Guo, Derry Wijaya:
OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames. CoRR abs/2008.06974 (2020) - [i15]Kaihong Wang, Chenhongyi Yang, Margrit Betke:
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation. CoRR abs/2009.08610 (2020)
2010 – 2019
- 2019
- [j27]Danna Gurari, Yinan Zhao, Suyog Dutt Jain, Margrit Betke, Kristen Grauman:
Predicting How to Distribute Work Between Algorithms and Humans to Segment an Image Batch. Int. J. Comput. Vis. 127(9): 1198-1216 (2019) - [c90]Siyi Liu, Lei Guo, Kate K. Mays, Margrit Betke, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence. CoNLL 2019: 504-514 - [c89]Mona Jalal, Josef B. Spjut, Ben Boudaoud, Margrit Betke:
SIDOD: A Synthetic Image Dataset for 3D Object Pose Recognition With Distractors. CVPR Workshops 2019: 475-477 - [c88]Ajjen Joshi, Danielle Allessio, John J. Magee, Jacob Whitehill, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke:
Affect-driven Learning Outcomes Prediction in Intelligent Tutoring Systems. FG 2019: 1-5 - [c87]Yiwen Gu, Shreya Pandit, Elham Saraee, Timothy J. Nordahl, Terry Ellis, Margrit Betke:
Home-Based Physical Therapy with an Interactive Computer Vision System. ICCV Workshops 2019: 2619-2628 - [c86]Mona Jalal, Kaihong Wang, Sankara Jefferson, Yi Zheng, Elaine O. Nsoesie, Margrit Betke:
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types. MADiMa @ ACM Multimedia 2019: 50-59 - [c85]Shreya Pandit, San Tran, Yiwen Gu, Elham Saraee, Frederick Jansen, Saurabh Singh, Shirene Cao, Arezoo Sadeghi, Eugenia Shandelman, Terry Ellis, Margrit Betke:
ExerciseCheck: a scalable platform for remote physical therapy deployed as a hybrid desktop and web application. PETRA 2019: 101-109 - [c84]Elham Saraee, Yiwen Gu, Shreya Pandit, San Tran, Eugenia Shandelman, Saurabh Singh, Timothy J. Nordahl, Terry Ellis, Margrit Betke:
ExerciseCheck: data analytics for a remote monitoring and evaluation platform for home-based physical therapy. PETRA 2019: 110-118 - [i14]Mehrnoosh Sameki, Sha Lai, Kate K. Mays, Lei Guo, Prakash Ishwar, Margrit Betke:
BUOCA: Budget-Optimized Crowd Worker Allocation. CoRR abs/1901.06237 (2019) - [i13]Danna Gurari, Yinan Zhao, Suyog Dutt Jain, Margrit Betke, Kristen Grauman:
Predicting How to Distribute Work Between Algorithms and Humans to Segment an Image Batch. CoRR abs/1905.00060 (2019) - [i12]Yi Zheng, Qitong Wang, Margrit Betke:
Deep Neural Network for Semantic-based Text Recognition in Images. CoRR abs/1908.01403 (2019) - [i11]Kaihong Wang, Mona Jalal, Sankara Jefferson, Yi Zheng, Elaine O. Nsoesie, Margrit Betke:
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types. CoRR abs/1909.00134 (2019) - [i10]Qitong Wang, Yi Zheng, Margrit Betke:
SA-Text: Simple but Accurate Detector for Text of Arbitrary Shapes. CoRR abs/1911.07046 (2019) - [i9]Chenhongyi Yang, Vitaly Ablavsky, Kaihong Wang, Qi Feng, Margrit Betke:
Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes. CoRR abs/1912.01674 (2019) - 2018
- [j26]Danna Gurari, Kun He, Bo Xiong, Jianming Zhang, Mehrnoosh Sameki, Suyog Dutt Jain, Stan Sclaroff, Margrit Betke, Kristen Grauman:
Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s). Int. J. Comput. Vis. 126(7): 714-730 (2018) - [j25]Randa I. Elanwar, Wenda Qin, Margrit Betke:
Making scanned Arabic documents machine accessible using an ensemble of SVM classifiers. Int. J. Document Anal. Recognit. 21(1-2): 59-75 (2018) - [j24]Wenxin Feng, Mehrnoosh Sameki, Margrit Betke:
Exploration of Assistive Technologies Used by People with Quadriplegia Caused by Degenerative Neurological Diseases. Int. J. Hum. Comput. Interact. 34(9): 834-844 (2018) - [c83]Wenda Qin, Randa I. Elanwar, Margrit Betke:
LABA: Logical Layout Analysis of Book Page Images in Arabic Using Multiple Support Vector Machines. ASAR 2018: 35-40 - [c82]Rana S. M. Saad, Randa I. Elanwar, Nemat S. Abdel-Kader, Samia Mashali, Margrit Betke:
ASAR 2018 Layout Analysis Challenge: Using Random Forests to Analyze Scanned Arabic Books. ASAR 2018: 165-170 - [c81]Randa I. Elanwar, Margrit Betke:
The ASAR 2018 Competition on Physical Layout Analysis of Scanned Arabic Books (PLA-SAB 2018). ASAR 2018: 177-182 - [c80]Ajjen Joshi, Soumya Ghosh, Sarah Gunnery, Linda Tickle-Degnen, Stan Sclaroff, Margrit Betke:
Context-Sensitive Prediction of Facial Expressivity Using Multimodal Hierarchical Bayesian Neural Networks. FG 2018: 278-285 - [c79]Rohit Agrawal, Ajjen Joshi, Margrit Betke:
Enabling Early Gesture Recognition by Motion Augmentation. PETRA 2018: 98-101 - [i8]Elham Saraee, Mona Jalal, Margrit Betke:
SAVOIAS: A Diverse, Multi-Category Visual Complexity Dataset. CoRR abs/1810.01771 (2018) - 2017
- [j23]Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian L. Price, Radomír Mech:
Salient Object Subitizing. Int. J. Comput. Vis. 124(2): 169-186 (2017) - [j22]Ajjen Joshi, Camille Monnier, Margrit Betke, Stan Sclaroff:
Comparing random forest approaches to segmenting and classifying gestures. Image Vis. Comput. 58: 86-95 (2017) - [c78]Ajjen Joshi, Soumya Ghosh, Margrit Betke, Stan Sclaroff, Hanspeter Pfister:
Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks. CVPR 2017: 455-464 - [c77]Mehrnoosh Sameki, Tianyi Zhang, Linli Ding, Margrit Betke, Danna Gurari:
Crowd-O-Meter: Predicting if a Person Is Vulnerable to Believe Political Claims. HCOMP 2017: 157-166 - [c76]Elham Saraee, Saurabh Singh, Kathryn Hendron, Mingxin Zheng, Ajjen Joshi, Terry Ellis, Margrit Betke:
ExerciseCheck: Remote Monitoring and Evaluation Platform for Home Based Physical Therapy. PETRA 2017: 87-90 - [i7]Mikhail Breslav, Tyson L. Hedrick, Stan Sclaroff, Margrit Betke:
Automating Image Analysis by Annotating Landmarks with Deep Neural Networks. CoRR abs/1702.00583 (2017) - [i6]Danna Gurari, Kun He, Bo Xiong, Jianming Zhang, Mehrnoosh Sameki, Suyog Dutt Jain, Stan Sclaroff, Margrit Betke, Kristen Grauman:
Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s). CoRR abs/1705.00366 (2017) - 2016
- [b2]Margrit Betke, Zheng Wu:
Data Association for Multi-Object Visual Tracking. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2016, ISBN 978-3-031-00688-3, pp. 1-120 - [j21]Zheng Wu, Margrit Betke:
Global optimization for coupled detection and data association in multiple object tracking. Comput. Vis. Image Underst. 143: 25-37 (2016) - [c75]Andrew T. N. Kurauchi, Wenxin Feng, Ajjen Joshi, Carlos Morimoto, Margrit Betke:
EyeSwipe: Dwell-free Text Entry Using Gaze Paths. CHI 2016: 1952-1956 - [c74]Danna Gurari, Suyog Dutt Jain, Margrit Betke, Kristen Grauman:
Pull the Plug? Predicting If Computers or Humans Should Segment Images. CVPR 2016: 382-391 - [c73]Mehrnoosh Sameki, Danna Gurari, Margrit Betke:
ICORD: Intelligent Collection of Redundant Data - A Dynamic System for Crowdsourcing Cell Segmentations Accurately and Efficiently. CVPR Workshops 2016: 1380-1389 - [c72]Danna Gurari, Mehrnoosh Sameki, Margrit Betke:
Investigating the Influence of Data Familiarity to Improve the Design of a Crowdsourcing Image Annotation System. HCOMP 2016: 59-68 - [c71]Elham Saraee, Margrit Betke:
Dynamic Adjustment of Physical Exercises Based on Performance Using the Proficio Robotic Arm. PETRA 2016: 8 - [c70]Ajjen Joshi, Linda Tickle-Degnen, Sarah Gunnery, Terry Ellis, Margrit Betke:
Predicting Active Facial Expressivity in People with Parkinson's Disease. PETRA 2016: 13 - [c69]Rana S. M. Saad, Randa I. Elanwar, Nemat S. Abdel-Kader, Samia Mashali, Margrit Betke:
BCE-Arabic-v1 dataset: Towards interpreting Arabic document images for people with visual impairments. PETRA 2016: 25 - [c68]Elham Saraee, Kratesh Ramrakhyani, Ashutosh Sanan, Saurabh Singh, Margrit Betke:
The Kinect Versus The Proficio: Measuring Hand Position During Exercise Monitoring. PETRA 2016: 88 - [c67]Mikhail Breslav, Tyson L. Hedrick, Stan Sclaroff, Margrit Betke:
Discovering useful parts for pose estimation in sparsely annotated datasets. WACV 2016: 1-9 - [i5]Mikhail Breslav, Tyson L. Hedrick, Stan Sclaroff, Margrit Betke:
Discovering Useful Parts for Pose Estimation in Sparsely Annotated Datasets. CoRR abs/1605.00707 (2016) - [i4]Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian L. Price, Radomír Mech:
Salient Object Subitizing. CoRR abs/1607.07525 (2016) - [i3]Mehrnoosh Sameki, Mattia Gentil, Kate K. Mays, Lei Guo, Margrit Betke:
Dynamic Allocation of Crowd Contributions for Sentiment Analysis during the 2016 U.S. Presidential Election. CoRR abs/1608.08953 (2016) - 2015
- [j20]Concetto Spampinato, Giovanni Maria Farinella, Bas Boom, Vasileios Mezaris, Margrit Betke, Robert B. Fisher:
Special issue on animal and insect behaviour understanding in image sequences. EURASIP J. Image Video Process. 2015: 1 (2015) - [c66]Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian L. Price, Radomír Mech:
Salient Object Subitizing. CVPR 2015: 4045-4054 - [c65]Ajjen Joshi, Camille Monnier, Margrit Betke, Stan Sclaroff:
A random forest approach to segmenting and classifying gestures. FG 2015: 1-7 - [c64]Mehrnoosh Sameki, Danna Gurari, Margrit Betke:
Predicting Quality of Crowdsourced Image Segmentations from Crowd Behavior. HCOMP 2015: 30-31 - [c63]Andrew T. N. Kurauchi, Wenxin Feng, Carlos Morimoto, Margrit Betke:
HMAGIC: head movement and gaze input cascaded pointing. PETRA 2015: 47:1-47:4 - [c62]Danna Gurari, Diane H. Theriault, Mehrnoosh Sameki, Brett Isenberg, Tuan A. Pham, Alberto Purwada, Patricia Solski, Matthew L. Walker, Chentian Zhang, Joyce Y. Wong, Margrit Betke:
How to Collect Segmentations for Biomedical Images? A Benchmark Evaluating the Performance of Experts, Crowdsourced Non-experts, and Algorithms. WACV 2015: 1169-1176 - 2014
- [j19]Ilias Maglogiannis, Margrit Betke, Grammati E. Pantziou, Fillia Makedon:
Assistive environments for the disabled and the senior citizens: theme issue of PETRA 2010 and 2011 conferences. Pers. Ubiquitous Comput. 18(1): 1-3 (2014) - [j18]Samuel Epstein, Eric S. Missimer, Margrit Betke:
Using kernels for a video-based mouse-replacement interface. Pers. Ubiquitous Comput. 18(1): 47-60 (2014) - [j17]Ilias Maglogiannis, Fillia Makedon, Grammati E. Pantziou, Margrit Betke:
Pervasive technologies and assistive environments: cognitive systems for assistive environments: special issue of PETRA 2010 and 2011 conferences. Univers. Access Inf. Soc. 13(1): 1-4 (2014) - [j16]Christopher Kwan, Isaac Paquette, John J. Magee, Margrit Betke:
Adaptive sliding menubars make existing software more accessible to people with severe motion impairments. Univers. Access Inf. Soc. 13(1): 5-22 (2014) - [c61]Zheng Wu, Nathan W. Fuller, Diane H. Theriault, Margrit Betke:
A Thermal Infrared Video Benchmark for Visual Analysis. CVPR Workshops 2014: 201-208 - [c60]Wenxin Feng, Ming Chen, Margrit Betke:
Target reverse crossing: a selection method for camera-based mouse-replacement systems. PETRA 2014: 39:1-39:4 - [c59]Mikhail Breslav, Nathan W. Fuller, Stan Sclaroff, Margrit Betke:
3D pose estimation of bats in the wild. WACV 2014: 91-98 - 2013
- [j15]Samuel Epstein, Margrit Betke:
The Kernel Semi-Least Squares Method for Sparse Distance Approximation. Neural Comput. 25(2): 532-548 (2013) - [c58]Beth L. Boardman, Tyson L. Hedrick, Diane H. Theriault, Nathan W. Fuller, Margrit Betke, Kristi A. Morgansen:
Collision avoidance in biological systems using collision cones. ACC 2013: 2964-2971 - [c57]Zheng Wu, Jianming Zhang, Margrit Betke:
Online Motion Agreement Tracking. BMVC 2013 - [c56]Zhaodan Kong, Kayhan Özcimder, Nathan W. Fuller, Alison Greco, Diane H. Theriault, Zheng Wu, Thomas H. Kunz, Margrit Betke, John Baillieul:
Optical flow sensing and the inverse perception problem for flying bats. CDC 2013: 1608-1615 - [c55]John J. Magee, Margrit Betke:
Automatically Generating Online Social Network Messages to Combat Social Isolation of People with Disabilities. HCI (7) 2013: 684-693 - [c54]Qinxun Bai, Zheng Wu, Stan Sclaroff, Margrit Betke, Camille Monnier:
Randomized Ensemble Tracking. ICCV 2013: 2040-2047 - [c53]Margrit Betke:
Understanding animal flight with three-dimensional and infrared computer vision: invited keynote talk. MAED@ACM Multimedia 2013: 1-2 - [c52]Wenxin Feng, Ming Chen, Margrit Betke:
Preliminary investigation of the impact of visual feedback on a camera-based mouse-replacement system. PETRA 2013: 24:1-24:4 - [c51]Danna Gurari, Suele Ki Kim, Eugene Yang, Brett Isenberg, Tuan A. Pham, Alberto Purwada, Patricia Solski, Matthew L. Walker, Joyce Y. Wong, Margrit Betke:
SAGE: An approach and implementation empowering quick and reliable quantitative analysis of segmentation quality. WACV 2013: 475-481 - [e2]Fillia Makedon, Margrit Betke, Magy Seif El-Nasr, Ilias Maglogiannis:
The 6th International Conference on PErvasive Technologies Related to Assistive Environments, PETRA '13, Island of Rhodes, Greece, May 29-31, 2013. ACM 2013, ISBN 978-1-4503-1973-7 [contents] - [i2]Zhaodan Kong, Kayhan Özcimder, Nathan W. Fuller, Alison Greco, Diane H. Theriault, Zheng Wu, Thomas H. Kunz, Margrit Betke, John Baillieul:
Optical Flow Sensing and the Inverse Perception Problem for Flying Bats. CoRR abs/1303.3072 (2013) - 2012
- [j14]Diane H. Theriault, Matthew L. Walker, Joyce Y. Wong, Margrit Betke:
Cell morphology classification and clutter mitigation in phase-contrast microscopy images using machine learning. Mach. Vis. Appl. 23(4): 659-673 (2012) - [c50]Zheng Wu, Ashwin Thangali, Stan Sclaroff, Margrit Betke:
Coupling detection and data association for multiple object tracking. CVPR 2012: 1948-1955 - [c49]Zheng Wu, Danna Gurari, Joyce Y. Wong, Margrit Betke:
Hierarchical Partial Matching and Segmentation of Interacting Cells. MICCAI (1) 2012: 389-396 - 2011
- [c48]Samuel Epstein, Margrit Betke:
An Information Theoretic Representation of Agent Dynamics as Set Intersections. AGI 2011: 72-81 - [c47]Christopher Kwan, Isaac Paquette, John J. Magee, Paul Y. Lee, Margrit Betke:
Click control: improving mouse interaction for people with motor impairments. ASSETS 2011: 231-232 - [c46]John J. Magee, Christopher Kwan, Margrit Betke, Fletcher Hietpas:
Enhancing social connections through automatically-generated online social network messages. ASSETS 2011: 241-242 - [c45]Zheng Wu, Thomas H. Kunz, Margrit Betke:
Efficient track linking methods for track graphs using network-flow and set-cover techniques. CVPR 2011: 1185-1192 - [c44]Christopher Kwan, Margrit Betke:
Camera Canvas: Image Editing Software for People with Disabilities. HCI (8) 2011: 146-154 - [c43]Samuel Epstein, Eric S. Missimer, Margrit Betke:
An Information Theoretic Mouse Trajectory Measure. HCI (6) 2011: 301-309 - [c42]John J. Magee, Samuel Epstein, Eric S. Missimer, Christopher Kwan, Margrit Betke:
Adaptive Mouse-Replacement Interface Control Functions for Users with Disabilities. HCI (6) 2011: 332-341 - [c41]Isaac Paquette, Christopher Kwan, Margrit Betke:
Menu controller: making existing software more accessible for people with motor impairments. PETRA 2011: 2 - [e1]Margrit Betke, Ilias Maglogiannis, Grammati E. Pantziou:
PETRA 2011, The 4th International Conference on PErvasive Technologies Related to Assistive Environments, Crete, Greece, May 25-27, 2011. ACM 2011, ISBN 978-1-4503-0772-7 [contents] - [i1]Samuel Epstein, Margrit Betke:
An Information Theoretic Representation of Agent Dynamics as Set Intersections. CoRR abs/1107.0998 (2011) - 2010
- [c40]John J. Magee, Samuel Epstein, Eric S. Missimer, Margrit Betke:
Adaptive mappings for mouse-replacement interfaces. ASSETS 2010: 231-232 - [c39]Eric S. Missimer, Samuel Epstein, John J. Magee, Margrit Betke:
Customizable keyboard. ASSETS 2010: 249-250 - [c38]John J. Magee, Margrit Betke:
HAIL: Hierarchical Adaptive Interface Layout. ICCHP (1) 2010: 139-146 - [c37]Esra Ataer Cansizoglu, Margrit Betke:
An Information Fusion Approach for Multiview Feature Tracking. ICPR 2010: 1706-1709 - [c36]Eric S. Missimer, Margrit Betke:
Blink and wink detection for mouse pointer control. PETRA 2010 - [c35]John J. Magee, Zheng Wu, Harshith Chennamaneni, Samuel Epstein, Diane H. Theriault, Margrit Betke:
Towards a Multi-camera Mouse-replacement Interface. PRIS 2010: 33-42 - [p1]Margrit Betke:
Intelligent Interfaces to Empower People with Disabilities. Handbook of Ambient Intelligence and Smart Environments 2010: 409-432
2000 – 2009
- 2009
- [c34]David House, Matthew L. Walker, Zheng Wu, Joyce Y. Wong, Margrit Betke:
Tracking of cell populations to understand their spatio-temporal behavior in response to physical stimuli. CVPR Workshops 2009: 186-193 - [c33]Caitlin Connor, Emily Yu, John J. Magee, Esra Cansizoglu, Samuel Epstein, Margrit Betke:
Movement and Recovery Analysis of a Mouse-Replacement Interface for Users with Severe Disabilities. HCI (6) 2009: 493-502 - [c32]Zheng Wu, Nickolay I. Hristov, Tyson L. Hedrick, Thomas H. Kunz, Margrit Betke:
Tracking a large number of objects from multiple views. ICCV 2009: 1546-1553 - [c31]Smita Deshpande, Margrit Betke:
RefLink: An Interface that Enables People with Motion Impairments to Analyze Web Content and Dynamically Link to References. PRIS 2009: 28-36 - 2008
- [j13]Jingbin Wang, Vassilis Athitsos, Stan Sclaroff, Margrit Betke:
Detecting Objects of Variable Shape Structure With Hidden State Shape Models. IEEE Trans. Pattern Anal. Mach. Intell. 30(3): 477-492 (2008) - [j12]John J. Magee, Margrit Betke, James Gips, Matthew R. Scott, Benjamin N. Waber:
A Human-Computer Interface Using Symmetry Between Eyes to Detect Gaze Direction. IEEE Trans. Syst. Man Cybern. Part A 38(6): 1248-1261 (2008) - [c30]Zheng Wu, Margrit Betke, Jingbin Wang, Vassilis Athitsos, Stan Sclaroff:
Tracking with Dynamic Hidden-State Shape Models. ECCV (1) 2008: 643-656 - 2007
- [j11]Mikhail Gorman, Amir Lahav, Elliot Saltzman, Margrit Betke:
A Camera-Based Music-Making Tool for Physical Rehabilitation. Comput. Music. J. 31(2): 39-53 (2007) - [j10]Peter J. McNerney, Janusz Konrad, Margrit Betke:
Block-Based MAP Disparity Estimation Under Alpha-Channel Constraints. IEEE Trans. Circuits Syst. Video Technol. 17(6): 785-789 (2007) - [c29]Margrit Betke, Diane E. Hirsh, Angshuman Bagchi, Nickolay I. Hristov, Nicholas C. Makris, Thomas H. Kunz:
Tracking Large Variable Numbers of Objects in Clutter. CVPR 2007 - 2006
- [j9]Jingbin Wang, Margrit Betke, Jane P. Ko:
Pulmonary fissure segmentation on CT. Medical Image Anal. 10(4): 530-547 (2006) - [j8]Margrit Betke, Oleg Gusyatin, Mikhail Urinson:
Symbol design: a user-centered method to design pen-based interfaces and extend the functionality of pointer input devices. Univers. Access Inf. Soc. 4(3): 223-236 (2006) - [c28]Wajeeha Akram, Laura Tiberii, Margrit Betke:
A Customizable Camera-Based Human Computer Interaction System Allowing People with Disabilities Autonomous Hands-Free Navigation of Multiple Computing Tasks. Universal Access in Ambient Intelligence Environments 2006: 28-42 - [c27]Benjamin N. Waber, John J. Magee, Margrit Betke:
Web Mediators for Accessible Browsing. Universal Access in Ambient Intelligence Environments 2006: 447-466 - [c26]Vassilis Athitsos, Jingbin Wang, Stan Sclaroff, Margrit Betke:
Detecting Instances of Shape Classes That Exhibit Variable Structure. ECCV (1) 2006: 121-134 - [c25]Maria Shugrina, Margrit Betke, John P. Collomosse:
Empathic painting: interactive stylization through observed emotional state. NPAR 2006: 87-96 - [c24]Margrit Betke, Jason Ruel, Gregory C. Sharp, Steve B. Jiang, David P. Gierga, George T. Y. Chen:
Tracking and Prediction of Tumor Movement in the Abdomen. PRIS 2006: 27-37 - [c23]Thomas J. Castelli, Margrit Betke, Carol Neidle:
Facial Feature Tracking and Occlusion Recovery in American Sign Language. PRIS 2006: 81-90 - 2005
- [c22]William Mullally, Margrit Betke, Carissa Bellardine, Kenneth Lutchen:
Locally Switching Between Cost Functions in Iterative Non-rigid Registration. CVBIA 2005: 367-377 - [c21]Jingbin Wang, Erdan Gu, Margrit Betke:
MosaicShape: Stochastic Region Grouping with Shape Prior. CVPR (1) 2005: 902-908 - [c20]Benjamin N. Waber, John J. Magee, Margrit Betke:
Fast Head Tilt Detection for Human-Computer Interaction. ICCV-HCI 2005: 90-99 - [c19]Stan Sclaroff, Margrit Betke, George Kollios, Jonathan Alon, Vassilis Athitsos, Rui Li, John J. Magee, Tai-Peng Tian:
Tracking, Analysis, and Recognition of Human Gestures in Video. ICDAR 2005: 806-810 - 2004
- [c18]John J. Magee, Matthew R. Scott, Benjamin N. Waber, Margrit Betke:
EyeKeys: A Real-Time Vision Interface Based on Gaze Detection from a Low-Grade Video Camera. CVPR Workshops 2004: 159 - [c17]Jingbin Wang, Margrit Betke, Jane P. Ko:
Shape-Based Curve Growing Model and Adaptive Regularization for Pulmonary Fissure Segmentation in CT. MICCAI (1) 2004: 541-548 - [c16]Johanna Brewer, Margrit Betke, David P. Gierga, George T. Y. Chen:
Real-Time 4D Tumor Tracking and Modeling from Internal and External Fiducials in Fluoroscopy. MICCAI (2) 2004: 594-601 - [c15]Oleg Gusyatin, Mikhail Urinson, Margrit Betke:
A Method to Extend Functionality of Pointer Input Devices. User Interfaces for All 2004: 426-439 - 2003
- [j7]Margrit Betke, Harrison Hong, Deborah Thomas, Chekema Prince, Jane P. Ko:
Landmark detection in the chest and registration of lung surfaces with an application to nodule registration. Medical Image Anal. 7(3): 265-281 (2003) - [j6]Kristen Grauman, Margrit Betke, J. Lombardi, James Gips, Gary R. Bradski:
Communication via eye blinks and eyebrow raises: video-based human-computer interfaces. Univers. Access Inf. Soc. 2(4): 359-373 (2003) - [c14]Stephen Crampton, Margrit Betke:
Counting Fingers in Real Time: A Webcam-Based Human-Computer Interface with Game Applications. HCI (4) 2003: 1357-1361 - 2002
- [c13]Christopher Fagiani, Margrit Betke, James Gips:
Evaluation of Tracking Methods for Human-Computer Interaction. WACV 2002: 121-126 - 2001
- [j5]Margrit Betke, Nicholas C. Makris:
Recognition, Resolution, and Complexity of Objects Subject to Affine Transformations. Int. J. Comput. Vis. 44(1): 5-40 (2001) - [c12]Kristen Grauman, Margrit Betke, James Gips, Gary R. Bradski:
Communication via Eye Blinks - Detection and Duration Analysis in Real Time. CVPR (1) 2001: I:1010-1017 - [c11]Margrit Betke, Eran Naftali, Nicholas C. Makris:
Necessary Conditions to Attain Performance Bounds on Structure and Motion Estimates of Rigid Objects. CVPR (2) 2001: II:448-455 - [c10]George Kollios, Stan Sclaroff, Margrit Betke:
Motion Mining: Discovering Spatio-Temporal Patterns in Databases of Human Motion. DMKD 2001 - [c9]James Gips, Margrit Betke, Philip A. DiMattia:
Early experiences using visual tracking for computer access by people with profound physical disabilities. HCI 2001: 914-918 - [c8]Stan Sclaroff, George Kollios, Margrit Betke, Rómer Rosales:
Motion Mining. MDIC 2001: 16-32 - [c7]Margrit Betke, Harrison Hong, Jane P. Ko:
Automatic 3D Registration of Lung Surfaces in Computed Tomography Scans. MICCAI 2001: 725-733 - 2000
- [j4]Margrit Betke, Esin Haritaoglu, Larry S. Davis:
Real-time multiple vehicle detection and tracking from a moving vehicle. Mach. Vis. Appl. 12(2): 69-83 (2000)
1990 – 1999
- 1999
- [j3]Baruch Awerbuch, Margrit Betke, Ronald L. Rivest, Mona Singh:
Piecemeal Graph Exploration by a Mobile Robot. Inf. Comput. 152(2): 155-172 (1999) - [c6]Margrit Betke, Jane P. Ko:
Detection of Pulmonary Nodules on Ct and Volumetric Assessment of Change over Time. MICCAI 1999: 245-252 - 1998
- [c5]Margrit Betke, Nicholas C. Makris:
Information-Conserving Object Recognition. ICCV 1998: 145-152 - 1997
- [j2]Margrit Betke, Leonid Gurvits:
Mobile robot localization using landmarks. IEEE Trans. Robotics Autom. 13(2): 251-263 (1997) - 1995
- [b1]Margrit Betke:
Learning and vision algorithms for robot navigation. Massachusetts Institute of Technology, Cambridge, MA, USA, 1995 - [j1]Margrit Betke, Ronald L. Rivest, Mona Singh:
Piecemeal Learning of an Unknown Environment. Mach. Learn. 18(2-3): 231-254 (1995) - [c4]Baruch Awerbuch, Margrit Betke, Ronald L. Rivest, Mona Singh:
Piecemeal Graph Exploration by a Mobile Robot (Extended Abstract). COLT 1995: 321-328 - [c3]Margrit Betke, Nicholas C. Makris:
Fast Object Recognition in Noisy Images Using Simulated Annealing. ICCV 1995: 523-530 - 1994
- [c2]Margrit Betke, Leonid Gurvits:
Mobile robot localization using landmarks. IROS 1994: 135-142 - 1993
- [c1]Margrit Betke, Ronald L. Rivest, Mona Singh:
Piecemeal Learning of an Unknown Environment. COLT 1993: 277-286
Coauthor Index
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