Research output per year
Research output per year
Personal profile
Research interests
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, 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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Attention-based multimodal image matching
Moreshet, A. & Keller, Y., Apr 2024, In: Computer Vision and Image Understanding. 241, 103949.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep Convolutional Tables: Deep Learning Without Convolutions
Dekel, S., Keller, Y. & Bar-Hillel, A., Oct 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 10, p. 1-13 13 p.Ben-Gurion University of the Negev, Bar-Ilan University
Research output: Contribution to journal › Article › peer-review
Open Access -
Estimating Extreme 3D Image Rotations using Cascaded Attention
Dekel, S., Keller, Y. & Čadík, M., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 2588-2598 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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FaceCoresetNet: Differentiable Coresets for Face Set Recognition
Shapira, G. & Keller, Y., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 5 ed. p. 4748-4756 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 5).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Learning single and multi-scene camera pose regression with transformer encoders
Shavit, Y., Ferens, R. & Keller, Y., Jun 2024, In: Computer Vision and Image Understanding. 243, 103982.Research output: Contribution to journal › Article › peer-review