| 2009 |
|---|
| 80 | EE | Tamir Hazan,
Amnon Shashua:
Norm-Product Belief Propagation: Primal-Dual Message-Passing for Approximate Inference
CoRR abs/0903.3127: (2009) |
| 79 | EE | Amnon Shashua:
Introduction to Machine Learning: Class Notes 67577
CoRR abs/0904.3664: (2009) |
| 2008 |
|---|
| 78 | EE | Tamir Hazan,
Amit Man,
Amnon Shashua:
A Parallel Decomposition Solver for SVM: Distributed dual ascend using Fenchel Duality.
CVPR 2008 |
| 77 | EE | Ron Zass,
Amnon Shashua:
Probabilistic graph and hypergraph matching.
CVPR 2008 |
| 76 | EE | Tamir Hazan,
Amnon Shashua:
Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies.
UAI 2008: 264-273 |
| 2007 |
|---|
| 75 | EE | Simon Polak,
Amnon Shashua:
Latent Model Clustering and Applications to Visual Recognition.
ICCV 2007: 1-8 |
| 74 | EE | Tamir Hazan,
Roee Hardoon,
Amnon Shashua:
pLSA for Sparse Arrays With Tsallis Pseudo-Additive Divergence: Noise Robustness and Algorithm.
ICCV 2007: 1-8 |
| 2006 |
|---|
| 73 | EE | Yaniv Alon,
Andras Ferencz,
Amnon Shashua:
Off-road Path Following using Region Classification and Geometric Projection Constraints.
CVPR (1) 2006: 689-696 |
| 72 | EE | Amnon Shashua,
Ron Zass,
Tamir Hazan:
Multi-way Clustering Using Super-Symmetric Non-negative Tensor Factorization.
ECCV (4) 2006: 595-608 |
| 71 | EE | Ron Zass,
Amnon Shashua:
Nonnegative Sparse PCA.
NIPS 2006: 1561-1568 |
| 70 | EE | Ron Zass,
Amnon Shashua:
Doubly Stochastic Normalization for Spectral Clustering.
NIPS 2006: 1569-1576 |
| 69 | EE | Richard Mason,
Jim Radford,
Deepak Kumar,
Robert Walters,
Brian Fulkerson,
Eagle Jones,
David Caldwell,
Jason Meltzer,
Yaniv Alon,
Amnon Shashua,
Hiroshi Hattori,
Emilio Frazzoli,
Stefano Soatto:
The Golem Group/University of California at Los Angeles autonomous ground vehicle in the DARPA grand challenge.
J. Field Robotics 23(8): 527-553 (2006) |
| 2005 |
|---|
| 68 | EE | Ron Zass,
Amnon Shashua:
A Unifying Approach to Hard and Probabilistic Clustering.
ICCV 2005: 294-301 |
| 67 | EE | Tamir Hazan,
Simon Polak,
Amnon Shashua:
Sparse Image Coding Using a 3D Non-Negative Tensor Factorization.
ICCV 2005: 50-57 |
| 66 | EE | Amnon Shashua,
Tamir Hazan:
Non-negative tensor factorization with applications to statistics and computer vision.
ICML 2005: 792-799 |
| 65 | EE | Lior Wolf,
Amnon Shashua:
Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach.
Journal of Machine Learning Research 6: 1855-1887 (2005) |
| 2004 |
|---|
| 64 | EE | Amnon Shashua,
Lior Wolf:
Kernel Feature Selection with Side Data Using a Spectral Approach.
ECCV (3) 2004: 39-53 |
| 63 | EE | Amnon Shashua,
Tamir Hazan:
Algebraic Set Kernels with Application to Inference Over Local Image Representations.
NIPS 2004 |
| 62 | EE | Jeremy Yermiyahou Kaminski,
Amnon Shashua:
Multiple View Geometry of General Algebraic Curves.
International Journal of Computer Vision 56(3): 195-219 (2004) |
| 2003 |
|---|
| 61 | EE | Lior Wolf,
Amnon Shashua:
Kernel Principal Angles for Classification Machines with Applications to Image Sequence Interpretation.
CVPR (1) 2003: 635-642 |
| 60 | EE | Lior Wolf,
Amnon Shashua:
Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach.
ICCV 2003: 378-384 |
| 59 | EE | Lior Wolf,
Amnon Shashua:
Learning over Sets using Kernel Principal Angles.
Journal of Machine Learning Research 4: 913-931 (2003) |
| 2002 |
|---|
| 58 | EE | Anat Levin,
Amnon Shashua:
Revisiting Single-View Shape Tensors: Theory and Applications.
ECCV (2) 2002: 399-414 |
| 57 | EE | Anat Levin,
Amnon Shashua:
Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces.
ECCV (3) 2002: 635-650 |
| 56 | EE | Amnon Shashua,
Anat Levin,
Shai Avidan:
Manifold Pursuit: A New Approach to Appearance Based Recognition.
ICPR (3) 2002: 590-594 |
| 55 | EE | Amnon Shashua,
Anat Levin:
Ranking with Large Margin Principle: Two Approaches.
NIPS 2002: 937-944 |
| 54 | | Lior Wolf,
Amnon Shashua:
On Projection Matrices Pk-> P2k=3, ..., 6, and their Applications in Computer Vision.
International Journal of Computer Vision 48(1): 53-67 (2002) |
| 53 | | Kiriakos N. Kutulakos,
Amnon Shashua:
Guest Editorial.
International Journal of Computer Vision 49(2-3): 99-100 (2002) |
| 2001 |
|---|
| 52 | EE | Lior Wolf,
Amnon Shashua:
Two-body Segmentation from Two Perspective Views.
CVPR (1) 2001: 263-270 |
| 51 | EE | Amnon Shashua,
Anat Levin:
Linear Image Coding for Regression and Classification using the Tensor-rank Principle.
CVPR (1) 2001: 42-49 |
| 50 | EE | Anat Levin,
Lior Wolf,
Amnon Shashua:
Time-varying Shape Tensors for Scenes with Multiply Moving Points.
CVPR (1) 2001: 623-630 |
| 49 | | Assaf Zomet,
Lior Wolf,
Amnon Shashua:
Omni-Rig: Linear Self-Recalibration of a Rig with Varying Internal and External Parameters.
ICCV 2001: 135-141 |
| 48 | | Jeremy Yermiyahou Kaminski,
Michael Fryers,
Amnon Shashua,
Mina Teicher:
Multiple View Geometry of Non-planar Algebraic Curves.
ICCV 2001: 181-186 |
| 47 | | Lior Wolf,
Amnon Shashua:
Affine 3-D Reconstruction from Two Projective Images of Independently Translating Planes.
ICCV 2001: 238-244 |
| 46 | | Lior Wolf,
Amnon Shashua:
On Projection Matrices and their Applications in Computer Vision.
ICCV 2001: 412-419 |
| 45 | | Amnon Shashua,
Anat Levin:
Multi-Frame Infinitesimal Motion Model for the Reconstruction of (Dynamic) Scenes with Multiple Linearly Moving Objects.
ICCV 2001: 592-599 |
| 44 | EE | Shai Avidan,
Amnon Shashua:
Threading Fundamental Matrices.
IEEE Trans. Pattern Anal. Mach. Intell. 23(1): 73-77 (2001) |
| 43 | EE | Amnon Shashua,
Tammy Riklin-Raviv:
The Quotient Image: Class-Based Re-Rendering and Recognition with Varying Illuminations.
IEEE Trans. Pattern Anal. Mach. Intell. 23(2): 129-139 (2001) |
| 42 | EE | Amnon Shashua,
Yonatan Wexler:
Q-Warping: Direct Computation of Quadratic Reference Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell. 23(8): 920-925 (2001) |
| 2000 |
|---|
| 41 | EE | Yonatan Wexler,
Amnon Shashua:
On the Synthesis of Dynamic Scenes from Reference Views.
CVPR 2000: 1576-1581 |
| 40 | EE | Amnon Shashua,
Lior Wolf:
Homography Tensors: On Algebraic Entities that Represent Three Views of Static or Moving Planar Points.
ECCV (1) 2000: 507-521 |
| 39 | EE | Dana Segal,
Amnon Shashua:
3D Reconstruction from Tangent-of-Sight Measurements of a Moving Object Seen from a Moving Camera.
ECCV (1) 2000: 621-631 |
| 38 | EE | Jeremy Yermiyahou Kaminski,
Amnon Shashua:
On Calibration and Reconstruction from Planar Curves.
ECCV (1) 2000: 678-694 |
| 37 | EE | Amnon Shashua,
Lior Wolf:
On the Structure and Properties of the Quadrifocal Tensor.
ECCV (1) 2000: 710-724 |
| 36 | EE | Amnon Shashua,
Shai Avidan:
On the Reprojection of 3D and 2D Scenes Without Explicit Model Selection.
ECCV (1) 2000: 936-949 |
| 35 | EE | Lior Wolf,
Amnon Shashua,
Yonatan Wexler:
Join Tensors: On 3D-to-3D Alignment of Dynamic Sets.
ICPR 2000: 1388-1391 |
| 34 | EE | Shai Avidan,
Amnon Shashua:
Trajectory Triangulation: 3D Reconstruction of Moving Points from a Monocular Image Sequence.
IEEE Trans. Pattern Anal. Mach. Intell. 22(4): 348-357 (2000) |
| 33 | EE | Gideon P. Stein,
Amnon Shashua:
Model-Based Brightness Constraints: On Direct Estimation of Structure and Motion.
IEEE Trans. Pattern Anal. Mach. Intell. 22(9): 992-1015 (2000) |
| 1999 |
|---|
| 32 | EE | Yonatan Wexler,
Amnon Shashua:
Q-Warping: Direct Computation of Quadratic Reference Surfaces.
CVPR 1999: 1333-1338 |
| 31 | EE | Shai Avidan,
Amnon Shashua:
Trajectory Triangulation of Lines: Reconstruction of a 3D point Moving along a Line from a Monocular Image Sequence.
CVPR 1999: 2062-2066 |
| 30 | EE | Tammy Riklin-Raviv,
Amnon Shashua:
The Quotient Image: Class Based Recognition and Synthesis under Varying Illumination Conditions.
CVPR 1999: 2566- |
| 29 | EE | Amnon Shashua,
Shai Avidan,
Michael Werman:
Trajectory Triangulation over Conic Sections.
ICCV 1999: 330-336 |
| 28 | EE | Gideon P. Stein,
Amnon Shashua:
On Degeneracy of Linear Reconstruction From Three Views: Linear Line Complex and Applications.
IEEE Trans. Pattern Anal. Mach. Intell. 21(3): 244-251 (1999) |
| 27 | | Amnon Shashua:
On the Relationship Between the Support Vector Machine for Classification and Sparsified Fisher's Linear Discriminant.
Neural Processing Letters 9(2): 129-139 (1999) |
| 1998 |
|---|
| 26 | EE | Gideon P. Stein,
Amnon Shashua:
Direct Estimation of Motion and Extended Scene Structure from a Moving Stereo Rig.
CVPR 1998: 211-218 |
| 25 | EE | Shai Avidan,
Amnon Shashua:
Threading Fundamental Matrices.
ECCV (1) 1998: 124-140 |
| 24 | EE | Gideon P. Stein,
Amnon Shashua:
On Degeneracy of Linear Reconstruction from Three Views: Linear Line Complex and Applications.
ECCV (2) 1998: 862-878 |
| 23 | | Stephen J. Maybank,
Amnon Shashua:
Ambiguity in Reconstruction from Images of Six Points.
ICCV 1998: 703-708 |
| 22 | EE | Shai Avidan,
Amnon Shashua:
Tensor Embedding of the Fundamental Matrix.
SMILE 1998: 47-62 |
| 21 | EE | Shai Avidan,
Amnon Shashua:
Novel View Synthesis by Cascading Trilinear Tensors.
IEEE Trans. Vis. Comput. Graph. 4(4): 293-306 (1998) |
| 1997 |
|---|
| 20 | | Amnon Shashua:
Trilinear Tensor: The Fundamental Construct of Multiple-view Geometry and Its Applications.
AFPAC 1997: 190-206 |
| 19 | EE | Shai Avidan,
Amnon Shashua:
Novel view synthesis in tensor space.
CVPR 1997: 1034-1040 |
| 18 | EE | Gideon P. Stein,
Amnon Shashua:
Model-based brightness constraints: on direct estimation of structure and motion.
CVPR 1997: 400-406 |
| 17 | EE | Shai Avidan,
Theodoros Evgeniou,
Amnon Shashua,
Tomaso Poggio:
Image-based view synthesis by combining trilinear tensors and learning techniques.
VRST 1997: 103-110 |
| 16 | EE | Amnon Shashua:
On Photometric Issues in 3D Visual Recognition from a Single 2D Image.
International Journal of Computer Vision 21(1-2): 99-122 (1997) |
| 15 | EE | Amnon Shashua,
Sebastian Toelg:
The Quadric Reference Surface: Theory and Applications.
International Journal of Computer Vision 23(2): 185-198 (1997) |
| 1996 |
|---|
| 14 | EE | Benny Rousso,
Shai Avidan,
Amnon Shashua,
Shmuel Peleg:
Robust Recovery of Camera Rotation from Three Frames.
CVPR 1996: 796-802 |
| 13 | | Amnon Shashua,
Shai Avidan:
The Rank 4 Constraint in Multiple (>=3) View Geometry.
ECCV (2) 1996: 196-206 |
| 12 | | Daphna Weinshall,
Michael Werman,
Amnon Shashua:
Duality of Multi-Point and Multi-Frame Geometry: Fundamental Shape Matrices and Tensors.
ECCV (2) 1996: 217-227 |
| 11 | EE | Amnon Shashua,
Nassir Navab:
Relative Affine Structure: Canonical Model for 3D From 2D Geometry and Applications.
IEEE Trans. Pattern Anal. Mach. Intell. 18(9): 873-883 (1996) |
| 1995 |
|---|
| 10 | | Amnon Shashua:
Multiple-View Geometry and Photometry.
ACCV 1995: 395-404 |
| 9 | EE | Michael Werman,
Amnon Shashua:
The Study of 3D-from-2D Using Elimination.
ICCV 1995: 473-479 |
| 8 | EE | Amnon Shashua,
Michael Werman:
Trilinearity of Three Perspective Views and its Associated Tensor.
ICCV 1995: 920-925 |
| 7 | EE | Amnon Shashua:
Algebraic Functions For Recognition.
IEEE Trans. Pattern Anal. Mach. Intell. 17(8): 779-789 (1995) |
| 1994 |
|---|
| 6 | | Amnon Shashua:
Trilinearity in Visual Recognition by Alignment.
ECCV (1) 1994: 479-484 |
| 5 | | Amnon Shashua,
Sebastian Toelg:
The Quadric Reference Surface: Applications in Registering Views of Complex 3D Objects.
ECCV (2) 1994: 407-416 |
| 4 | EE | Amnon Shashua:
Projective Structure from Uncalibrated Images: Structure From Motion and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell. 16(8): 778-790 (1994) |
| 1993 |
|---|
| 3 | | Amnon Shashua:
On Geomatric and Algebraic Aspects of 3D Affine and Projective Structures from Perspective 2D Views.
Applications of Invariance in Computer Vision 1993: 127-143 |
| 1991 |
|---|
| 2 | EE | Amnon Shashua:
Illumination and View Position in 3D Visual Recognition.
NIPS 1991: 404-411 |
| 1990 |
|---|
| 1 | EE | Amnon Shashua,
Shimon Ullman:
Grouping Contours by Iterated Pairing Networks.
NIPS 1990: 335-341 |
