|AI & Emerging Media||BU AIR @ HIC||Camera Mouse Website||Graduate Student Applicants||Women in CS|
|Short Bio and Funding,||Long CV|
|Education:||Ph.D. in Computer Science and Electrical Engineering, Massachusetts Institute of Technology|
|Research:|| Computer vision,
human-computer interfaces, human computation, medical image analysis, and
application of machine learning.
|Publications:||Recent publications and full list of publications, Google Scholar profile, Microsoft Academic Search profile, ACM Digital Library profile, DBLP profile.|
|Former Postdocs:||Randa Elanwar and Zheng Wu.|
|Students:||PhD students: Ajjen Joshi, Wenxin Feng, Yifu Hu, Mona Jalal, Wenda Qin, Elham Saraee, Yi Zheng, Most recently graduated PhD students: Andrew Kurauchi, Mehrnoosh Sameki, Danna Gurari, Diane Theriault, Mikhail Breslav. Former MA, UROP students: Ashutosh Sanan, Kratesh Ramrakhyani, Huy Le. Student Awards.|
Artificial Intelligence (CS 440/640) in Spring 2019, Room CGS 129, Tue, Thu
12:30-1:45 pm |
Image and Video Computation (CS 585) in Fall 2018: Tue/Thu 12:30-2 pm, MCS CAS 313
Geometric Algorithms (CS 132) in Fall 2010
Graduate Initiation Seminar (CS 697) in Spring 2018: Fri 10:10-11:25, PHO 211.
Directed Study in Image and Video Computing: CAS CS 492, GRS CS 941, or GRS CS 979, or Directed Study in AI: GRS CS 941, ongoing.
|Office Hours:||Spring 2019: Mon 3:30-4. Tue 1:45-4, Thu 1:45-2, and by appointment in MCS 286, except after lectures, meet outside the classroom CGS 129.|
|Honors & Awards:||HERS Leadership Institute Award, Wellesley Class of 2018. Elected to Senior Member of the ACM and Senior Member of the IEEE in October 2012. One of two academics to win the "Top 10 Women to Watch in New England" Award in 2005. Many students and researchers she sponsored have won awards.|
|In the Press:||
Can the U.S. win the A.I. arms race?
Interview by Futurity, March 4, 2019.
Camera Mouse: Video Interview, BU, Kablenet, Belfast Telegraph, MassHighTech, Bradford Telegraph & Argus
Empathic Painting: BBC, ABC News, SydneyMH, The Hindu, DigitalWorld Tokyo, Inky, Canada TecChannel - München, Frontpage - Netherlands
Camera Mouse - a program that
enables a person with severe disabilities to control the mouse pointer
on the computer screen just by moving the head
(see also research version).
Camera Canvas - image editing software developed for people with severe motor impairments who cannot use their hands to operate a mouse or keyboard. It can be used with the Camera Mouse or other mouse-replacement tools. Camera Canvas enables users to edit images and draw pictures just by moving their heads.
and system for the detection, comparison and volumetric quantification
of pulmonary nodules on medical computed tomography scans."
Inventors Margrit Betke and Jane P. Ko.,
US Patent 7,206,462, issued on April 17, 2007.
Associate Editor, Editorial Board of the journal IEEE Transactions on
Pattern Analysis and Machine Intelligence (TPAMI)
Associate Editor, Editorial Board of the journal Computer Vision and Image Understanding (CVIU)
D. Gurari, Y. Zhao, S. Jain, M. Betke, and K. Grauman. Predicting How to Distribute Work Between Algorithms and Humans to Segment an Image Batch. International Journal of Computer Vision. In press, 2019.
R. I. Elanwar, W. Qin, and M. Betke. Making Scanned Arabic Documents Machine Accessible Using an Ensemble of SVM Classifiers. International Journal on Document Analysis and Recognition, 21(1-2):59-75, June 2018. Abstract, pdf.
D. Gurari, K. He, B. Xiong, J. Zhang, M. Sameki, S. D. Jain, S. Sclaroff, M. Betke, and K. Grauman. "Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s)." International Journal of Computer Vision. 126:714-730. 2018. Online Article
W. Feng, M. Sameki, and M. Betke. "Exploration of Assistive Technologies Used by People with Quadriplegia Caused by Degenerative Neurological Diseases." International Journal of Human Computer Interaction, 34(9):834-844. 2018. Online Article.
Peer-reviewed Conference Papers:
R. Agrawal, A. Joshi, and M. Betke. "Enabling Early Gesture Recognition by Motion Augmentation." The 11th Annual International Conference on Pervasive Technologies Related to Assistive Environments (PETRA 2018), Corfu, Greece, June 26-29, 2018, pages 98-101. pdf.
A. Joshi, S. Ghosh, S. Gunnery, L. Tickle-Degnen, S. Sclaroff, and M. Betke "Context-sensitive Prediction of Facial Expressivity using Multimodal Hierarchical Bayesian Neural Networks." Proceedings of the 13th IEEE Conference on Automatic Face and Gesture Recognition (FG'18), Xi'an, China, May 15-19, 2018. 8 pp. pdf.
R. Elanwar and M. Betke. "The ASAR 2018 Competition on Physical Layout Analysis of Scanned Arabic books." 2nd IEEE International Workshop on Arabic and derived Script Analysis and Recognition (ASAR), March 2018, pages 177-182. pdf. Also: pdf.
R. S. M. Saad, R. Elanwar, N. S. Abdel Kader, S. Mashali, and M. Betke. "ASAR 2018 Layout Analysis Challenge: Using Random Forests to Analyze Scanned Arabic Books." 2nd IEEE International Workshop on Arabic and derived Script Analysis and Recognition (ASAR), March, 2018. Winner of the ASAR Segmentation Challenge, pages 165-170, pdf. Also: pdf.
W. Qin, R. Elanwar and M. Betke. "LABA: Logical Layout Analysis of Book Page Images in Arabic Using Multiple Support Vector Machines." 2nd IEEE International Workshop on Arabic and derived Script Analysis and Recognition (ASAR), March 2018. pdf. Also: pdf.
E. Saraee, M. Jalal, M. Betke. SAVOIAS: A Diverse, Multi-Category Visual Complexity Dataset. 10 pages. arXiv preprint arXiv:1810.01771. September 2018.
Mehrnoosh Sameki, Sha Lai, Kate K. Mays, Lei Guo, Prakash Ishwar, Margrit Betke. BUOCA: Budget-Optimized Crowd Worker Allocation. https://arxiv.org/abs/1901.06237. January 2019.