Personal profile
About Me
I received my B.Sc. degree (cum laude) from the Technion-Israel Institute of Technology, Haifa, Israel in 1994 and the M.Sc. (cum laude) and Ph.D. (summa cum laude) degrees from Tel-Aviv University, Israel in 1999 and 2004, respectively, all in electrical engineering. In 2003-2006 I held a post-doctoral position at the Mathematics department In Yale University. Currently, I am an Associate Professor at the Faculty of Engineering, Bar-Ilan University, Israel. I am an Associate Editor of the IEEE Transactions on Circuits and Systems for Video Technology since 2013. I was the organizer of the IAM Imaging 2006 mini-symposium in 2006, a Special session, IEEE SSP07, a Special session in IEEE SSP09. In 2012 I was the Head of the organizing committee of the IPAM Large Scale Multimedia workshop. I was a Program Co-Chair of the 4th International Workshop on Biometrics and Forensics IWBF 2016.
My research interests include :
- Machine learning
- High dimensional data analysis
- Signal processing
- Image processing and computer vision
- Two and three dimensional
- Shape and Face recognition
- Shape spaces
Education/Academic qualification
PhD, Tel Aviv University
Oct 1998 → Oct 2002
Award Date: 10 Oct 2002
Master's Degree, Tel Aviv University
Oct 1995 → Mar 1998
Award Date: 1 Mar 1998
Bachelor
Mar 1990 → Oct 1993
Award Date: 10 Oct 1993
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Collaborations and top research areas from the last five years
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AI Applications in Digital Histopathology Education: A Case Study
Dubovský, M., Saraka, M., Laco, M., Keller, Y. & Dekel, S., 2026, Proceedings of the Future Technologies Conference, FTC 2025, Volume 2. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 158-169 12 p. (Lecture Notes in Networks and Systems; vol. 1676 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Beyond familiar landscapes: Exploring the limits of relative pose regressors in new environments
Idan, O., Shavit, Y. & Keller, Y., Feb 2026, In: Computer Vision and Image Understanding. 264, 104629.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks Dataset
Ferens, R. & Keller, Y., 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 11547-11557 11 p.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
Kinship Verification Using Hierarchical Structures and Extended Contrastive Learning
Dahan, E. & Keller, Y., 2025, In: IEEE Open Journal of the Computer Society. 6, p. 1549-1560 12 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Relative Pose Regression with Pose Auto-Encoders: Enhancing Accuracy and Data Efficiency for Retail Applications
Shavit, Y. & Keller, Y., 2025, Proceedings - 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCV-W 2025. Institute of Electrical and Electronics Engineers Inc., p. 2409-2417 9 p. (Proceedings - 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCV-W 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
Thesis
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Efficient operator inversion for image processing
Keller, Y. (Author), Amir Averbuch, H. U. (Supervisor), 1998Student thesis: MA Thesis