Amnon Shashua
Amnon Shashua
Professor of Computer Science, the Hebrew University of Jerusalem
Verified email at cs.huji.ac.il - Homepage
Title
Cited by
Cited by
Year
The quotient image: Class-based re-rendering and recognition with varying illuminations
A Shashua, T Riklin-Raviv
IEEE Transactions on Pattern Analysis and Machine Intelligence 23 (2), 129-139, 2001
8462001
Structural saliency: The detection of globally salient structures using a locally connected network
S Ullman, A Sha'ashua
7991988
Non-negative tensor factorization with applications to statistics and computer vision
A Shashua, T Hazan
Proceedings of the 22nd international conference on Machine learning, 792-799, 2005
5602005
Pedestrian detection for driving assistance systems: Single-frame classification and system level performance
A Shashua, Y Gdalyahu, G Hayun
IEEE Intelligent Vehicles Symposium, 2004, 1-6, 2004
5392004
Ranking with large margin principle: Two approaches
A Shashua, A Levin
Advances in neural information processing systems, 961-968, 2003
4402003
Probabilistic graph and hypergraph matching
R Zass, A Shashua
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
4352008
Safe, multi-agent, reinforcement learning for autonomous driving
S Shalev-Shwartz, S Shammah, A Shashua
arXiv preprint arXiv:1610.03295, 2016
4202016
Algebraic functions for recognition
A Shashua
IEEE Transactions on Pattern Analysis and Machine Intelligence 17 (8), 779-789, 1995
3871995
On a formal model of safe and scalable self-driving cars
S Shalev-Shwartz, S Shammah, A Shashua
arXiv preprint arXiv:1708.06374, 2017
3732017
Learning over sets using kernel principal angles
L Wolf, A Shashua
Journal of Machine Learning Research 4 (Oct), 913-931, 2003
3672003
Forward collision warning with a single camera
E Dagan, O Mano, GP Stein, A Shashua
IEEE Intelligent Vehicles Symposium, 2004, 37-42, 2004
3662004
On the Expressive Power of Deep Learning: A Tensor Analysis
N Cohen, O Sharir, A Shashua
http://arxiv.org/pdf/1509.05009v1.pdf, 2015
3652015
System and method for estimating ego-motion of a moving vehicle using successive images recorded along the vehicle's path of motion
GP Stein, O Mano
US Patent 6,704,621, 2004
3402004
On photometric issues in 3D visual recognition from a single 2D image
A Shashua
International Journal of Computer Vision 21 (1), 99-122, 1997
3051997
Geometry and photometry in 3D visual recognition
A Shashua
3041992
Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach.
L Wolf, A Shashua, D Geman
Journal of Machine Learning Research 6 (11), 2005
2762005
Novel view synthesis in tensor space
S Avidan, A Shashua
Proceedings of IEEE Computer Society Conference on Computer Vision and …, 1997
2751997
Vision-based ACC with a single camera: bounds on range and range rate accuracy
GP Stein, O Mano, A Shashua
IEEE IV2003 intelligent vehicles symposium. Proceedings (Cat. No. 03TH8683 …, 2003
2662003
Example based image analysis and synthesis
D Beymer, A Shashua, T Poggio
MASSACHUSETTS INST OF TECH CAMBRIDGE ARTIFICIAL INTELLIGENCE LAB, 1993
2611993
Linear image coding for regression and classification using the tensor-rank principle
A Shashua, A Levin
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001
2472001
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