Shai Avidan
Senior Research Scientist, Newton, MA email: shai.avidan@gmail.com phone: +1-617-232-3575
Ph.D. The Hebrew University, Jerusalem, Israel, 1999 B.Sc. Bar-Ilan University, Ramat-Gan, Israel, 1993 Click here for my CV.
Mitsubishi Electric Research Labs (MERL), Cambridge, MA, USA MobilEye Vision Technologies, LTD, Jerusael, Israel. Interdisciplinary Center (IDC), Herzliya, Israel. Microsoft Research, Redmond, WA, USA
M. Rubinstein, A. Shamir and S. Avidan Improved Seam Carving for Video Retargeting SIGGRAPH 2008 Eugene Hsu, Tom Mertens, Sylvain Paris, Shai Avidan and Frédo Durand Light
Mixture Estimation for Spatially Varying White Balance [Project web page] SIGGRAPH 2008
S. Avidan and A. Shamir Seam Carving for Content-Aware Image Retargeting SIGGRAPH 2007
N. Joshi, W. Matusik, S. Avidan, H.
Pfister and W. T. Freeman. Exploring Defocus Matting: Non-Parametric Acceleration, Super-Resolution, and Off-Center Matting Special Issue-Computational Photography of IEEE Journal on Computer Graphics and Applications, 2007
S. Avidan. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 29(2), pp 261-271, 2007
S. Avidan, Y. Moses and Y. Moses Centralized and Distributed Multi-view Correspondence International Journal on Computer Vision (IJCV), Vol. 71(1), pp 49-69, 2007
N. Joshi, W. Matusik and S. Avidan Natural Video Matting using Camera Arrays [Project web page] SIGGRAPH, Boston, MA, USA, 2006
S. Avidan IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 26(8), pp. 1064--1072, 2004
S. Avidan and A. Shashua Threading Fundamental Matrices IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 23(1), pp. 73--77, 2001
S. Avidan and A. Shashua Trajectory Triangulation: 3D Reconstruction of Moving Points from a Monocular Image Sequence IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 22(4), pp. 348--357, 2000
S. Avidan and A. Shashua Novel View Synthesis by Cascading Trilinear Tensors IEEE Transacions on Visualization and Computer Graphics (TVCG), 4(4), 1998.
T. S. Cho, M. Butman, S. Avidan and W. T. Freeman The patch transform and its applications to image editing [Project web page] To appear in CVPR 2008
N. Joshi, S. Avidan, W. Matusik and D. Kriegman Synthetic Aperture Tracking: Tracking through Occlusions [Project web page] International Conference on Computer Vision (ICCV), 2007. B. Moghaddam, Y. Weiss and S. Avidan Fast
Pixel/Part Selection with Sparse Eigenvectors International Conference on Computer Vision (ICCV), 2007. N. J. W. Morris, S. Avidan, W. Matusik and H. Pfister Statistics of Infrared Images [Project web page] In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages 1--7, 2007
S. Avidan and M. Butman Efficient Methods for Privacy Preserving Classification Advances in Neural Information Systems (NIPS 18), 2006.
B. Moghaddam, Y. Weiss and S. Avidan Generalized Spectral Bounds for Sparse LDA International Conference on Machine Learning (ICML), Pittsburgh, PA, USA, 2006.
Q. Zhu, S. Avidan, M. Ye and K-T Cheng Fast human detection using a cascade of Histograms of Oriented Gradients IEEE Conference on Computer Vision and Pattern Recognition (CVPR), NY, NY, USA, 2006.
S. Avidan and M. Butman European Conference on Computer Vision (ECCV), Graz, Austria, 2006.
S. Avidan SpatialBoost: Adding Spatial Reasoning to AdaBoost European Conference on Computer Vision (ECCV), Graz, Austria, 2006.
Q. Zhu, S. Avidan and K-T Cheng Learning a Sparse, Corner-based Representation for Time-varying Background Modeling International Conference on Computer Vision (ICCV) Beijing, China, 2005.
S. Avidan IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, USA, 2005.
B. Moghaddam, Y. Weiss and S. Avidan Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms Advances in Neural Information Processing Systems (NIPS18), 2005.
S. Avidan and M. Butman The power of feature clustering: An application to object detection Advances in Neural Information Systems (NIPS 16), 2004.
S. Avidan Joint Feature-Basis Subset Selection IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Washington D.C., 2004.
P. Reisman, O. Mano, S. Avidan, and A. Shashua Crowd Detection in video sequences IEEE Intelligent Vehicle Symposium (IV), 2004, Parma, Italy.
S. Avidan, Y. Moses and Y. Moses Probabilistic Multi-View Correspondence in a Distributed Setting with No Central Server Proc. of the European Conference on Computer Vision (ECCV), Prague, 2004.
S. Avidan Subset Selection for Efficient SVM Tracking IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2003.
A. Shashua A. Levin and S. Avidan Manifold
Pursuit: A New Approach to Appearance Based Recognition.
S. Avidan EigenSegments: A spatio-temporal decomposition of an ensemble of image Proc. of the European Conference on Computer Vision (ECCV), Copenhagen, Denmark, 2002.
S. Avidan IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, 2001.
R. Szeliski, S. Avidan, and P. Anandan Layer extraction from multiple images containing reflections and transparency IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Hilton Head Island, 2000.
P. Anandan and S. Avidan Integrating Local Affine into Global Projective Images in the Joint Image Space Proc. of the European Conference on Computer Vision (ECCV), Dublin, Ireland, 2000.
A. Shashua and S. Avidan On the Reprojection of 3D and 2D Scenes Without Explicit Model Selection Proc. of the European Conference on Computer Vision (ECCV), Dublin, Ireland. 2000.
A. Shashua, S. Avidan and M. Werman Trajectory Triangulation over Conic Sections International Conference on Computer Vision (ICCV), Kerkyra, Corfu, Greece, 1999.
S. Avidan and A. Shashua IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Ft. Collins, CO, USA,1999.
S. Avidan and A. Shashua Tensor Embedding of the Fundamental Matrix Post-ECCV SMILE Workshop, Frieburg, Germany, 1998.
S. Avidan and A. Shashua. Threading Fundamental Matrices European Conference on Computer Vision (ECCV), Frieburg, Germany, 1998.
S. Avidan and A. Shashua Novel View Synthesis in Tensor Space IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Puerto-Rico, 1997. For demo click here.
S. Avidan, T. Evgeniou, A. Shashua and T. Poggio Image-Based View Synthesis by Combining Trilinear Tensors and Learning Techniques ACM Symposium on Virtual Reality Software and Technology Conference (VRST), Lausanne, Switzerland, 1997.
A. Shashua and S. Avidan The Rank4 Constraint In Multiple View Geometry European Conference on Computer Vision (ECCV), Cambridge, UK, 1996.
B. Rousso, S. Avidan, A. Shashua and S. Peleg Robust Recovery of Camera Rotation from Three Frames IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), San-Francisco, USA, 1996.
S. Avidan and A. ShashuaTensorial Transfer: On the Representation of $N>3$ Views of a 3D Scene Proc. of the ARPA Image Understanding Workshop, Palm Springs, 1996.
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