Amnon Shashua

List of publications from the DBLP Bibliography Server - FAQ
Coauthor Index - Ask others: ACM DL/Guide - CiteSeer - CSB - Google - MSN - Yahoo

80EETamir Hazan, Amnon Shashua: Norm-Product Belief Propagation: Primal-Dual Message-Passing for Approximate Inference CoRR abs/0903.3127: (2009)
79EEAmnon Shashua: Introduction to Machine Learning: Class Notes 67577 CoRR abs/0904.3664: (2009)
78EETamir Hazan, Amit Man, Amnon Shashua: A Parallel Decomposition Solver for SVM: Distributed dual ascend using Fenchel Duality. CVPR 2008
77EERon Zass, Amnon Shashua: Probabilistic graph and hypergraph matching. CVPR 2008
76EETamir Hazan, Amnon Shashua: Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies. UAI 2008: 264-273
75EESimon Polak, Amnon Shashua: Latent Model Clustering and Applications to Visual Recognition. ICCV 2007: 1-8
74EETamir Hazan, Roee Hardoon, Amnon Shashua: pLSA for Sparse Arrays With Tsallis Pseudo-Additive Divergence: Noise Robustness and Algorithm. ICCV 2007: 1-8
73EEYaniv Alon, Andras Ferencz, Amnon Shashua: Off-road Path Following using Region Classification and Geometric Projection Constraints. CVPR (1) 2006: 689-696
72EEAmnon Shashua, Ron Zass, Tamir Hazan: Multi-way Clustering Using Super-Symmetric Non-negative Tensor Factorization. ECCV (4) 2006: 595-608
71EERon Zass, Amnon Shashua: Nonnegative Sparse PCA. NIPS 2006: 1561-1568
70EERon Zass, Amnon Shashua: Doubly Stochastic Normalization for Spectral Clustering. NIPS 2006: 1569-1576
69EERichard 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)
68EERon Zass, Amnon Shashua: A Unifying Approach to Hard and Probabilistic Clustering. ICCV 2005: 294-301
67EETamir Hazan, Simon Polak, Amnon Shashua: Sparse Image Coding Using a 3D Non-Negative Tensor Factorization. ICCV 2005: 50-57
66EEAmnon Shashua, Tamir Hazan: Non-negative tensor factorization with applications to statistics and computer vision. ICML 2005: 792-799
65EELior 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)
64EEAmnon Shashua, Lior Wolf: Kernel Feature Selection with Side Data Using a Spectral Approach. ECCV (3) 2004: 39-53
63EEAmnon Shashua, Tamir Hazan: Algebraic Set Kernels with Application to Inference Over Local Image Representations. NIPS 2004
62EEJeremy Yermiyahou Kaminski, Amnon Shashua: Multiple View Geometry of General Algebraic Curves. International Journal of Computer Vision 56(3): 195-219 (2004)
61EELior Wolf, Amnon Shashua: Kernel Principal Angles for Classification Machines with Applications to Image Sequence Interpretation. CVPR (1) 2003: 635-642
60EELior Wolf, Amnon Shashua: Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach. ICCV 2003: 378-384
59EELior Wolf, Amnon Shashua: Learning over Sets using Kernel Principal Angles. Journal of Machine Learning Research 4: 913-931 (2003)
58EEAnat Levin, Amnon Shashua: Revisiting Single-View Shape Tensors: Theory and Applications. ECCV (2) 2002: 399-414
57EEAnat Levin, Amnon Shashua: Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces. ECCV (3) 2002: 635-650
56EEAmnon Shashua, Anat Levin, Shai Avidan: Manifold Pursuit: A New Approach to Appearance Based Recognition. ICPR (3) 2002: 590-594
55EEAmnon 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)
52EELior Wolf, Amnon Shashua: Two-body Segmentation from Two Perspective Views. CVPR (1) 2001: 263-270
51EEAmnon Shashua, Anat Levin: Linear Image Coding for Regression and Classification using the Tensor-rank Principle. CVPR (1) 2001: 42-49
50EEAnat 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
44EEShai Avidan, Amnon Shashua: Threading Fundamental Matrices. IEEE Trans. Pattern Anal. Mach. Intell. 23(1): 73-77 (2001)
43EEAmnon 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)
42EEAmnon Shashua, Yonatan Wexler: Q-Warping: Direct Computation of Quadratic Reference Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 23(8): 920-925 (2001)
41EEYonatan Wexler, Amnon Shashua: On the Synthesis of Dynamic Scenes from Reference Views. CVPR 2000: 1576-1581
40EEAmnon Shashua, Lior Wolf: Homography Tensors: On Algebraic Entities that Represent Three Views of Static or Moving Planar Points. ECCV (1) 2000: 507-521
39EEDana Segal, Amnon Shashua: 3D Reconstruction from Tangent-of-Sight Measurements of a Moving Object Seen from a Moving Camera. ECCV (1) 2000: 621-631
38EEJeremy Yermiyahou Kaminski, Amnon Shashua: On Calibration and Reconstruction from Planar Curves. ECCV (1) 2000: 678-694
37EEAmnon Shashua, Lior Wolf: On the Structure and Properties of the Quadrifocal Tensor. ECCV (1) 2000: 710-724
36EEAmnon Shashua, Shai Avidan: On the Reprojection of 3D and 2D Scenes Without Explicit Model Selection. ECCV (1) 2000: 936-949
35EELior Wolf, Amnon Shashua, Yonatan Wexler: Join Tensors: On 3D-to-3D Alignment of Dynamic Sets. ICPR 2000: 1388-1391
34EEShai 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)
33EEGideon 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)
32EEYonatan Wexler, Amnon Shashua: Q-Warping: Direct Computation of Quadratic Reference Surfaces. CVPR 1999: 1333-1338
31EEShai 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
30EETammy Riklin-Raviv, Amnon Shashua: The Quotient Image: Class Based Recognition and Synthesis under Varying Illumination Conditions. CVPR 1999: 2566-
29EEAmnon Shashua, Shai Avidan, Michael Werman: Trajectory Triangulation over Conic Sections. ICCV 1999: 330-336
28EEGideon 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)
26EEGideon P. Stein, Amnon Shashua: Direct Estimation of Motion and Extended Scene Structure from a Moving Stereo Rig. CVPR 1998: 211-218
25EEShai Avidan, Amnon Shashua: Threading Fundamental Matrices. ECCV (1) 1998: 124-140
24EEGideon 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
22EEShai Avidan, Amnon Shashua: Tensor Embedding of the Fundamental Matrix. SMILE 1998: 47-62
21EEShai Avidan, Amnon Shashua: Novel View Synthesis by Cascading Trilinear Tensors. IEEE Trans. Vis. Comput. Graph. 4(4): 293-306 (1998)
20 Amnon Shashua: Trilinear Tensor: The Fundamental Construct of Multiple-view Geometry and Its Applications. AFPAC 1997: 190-206
19EEShai Avidan, Amnon Shashua: Novel view synthesis in tensor space. CVPR 1997: 1034-1040
18EEGideon P. Stein, Amnon Shashua: Model-based brightness constraints: on direct estimation of structure and motion. CVPR 1997: 400-406
17EEShai Avidan, Theodoros Evgeniou, Amnon Shashua, Tomaso Poggio: Image-based view synthesis by combining trilinear tensors and learning techniques. VRST 1997: 103-110
16EEAmnon Shashua: On Photometric Issues in 3D Visual Recognition from a Single 2D Image. International Journal of Computer Vision 21(1-2): 99-122 (1997)
15EEAmnon Shashua, Sebastian Toelg: The Quadric Reference Surface: Theory and Applications. International Journal of Computer Vision 23(2): 185-198 (1997)
14EEBenny 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
11EEAmnon 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)
10 Amnon Shashua: Multiple-View Geometry and Photometry. ACCV 1995: 395-404
9EEMichael Werman, Amnon Shashua: The Study of 3D-from-2D Using Elimination. ICCV 1995: 473-479
8EEAmnon Shashua, Michael Werman: Trilinearity of Three Perspective Views and its Associated Tensor. ICCV 1995: 920-925
7EEAmnon Shashua: Algebraic Functions For Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 17(8): 779-789 (1995)
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
4EEAmnon Shashua: Projective Structure from Uncalibrated Images: Structure From Motion and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 16(8): 778-790 (1994)
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
2EEAmnon Shashua: Illumination and View Position in 3D Visual Recognition. NIPS 1991: 404-411
1EEAmnon Shashua, Shimon Ullman: Grouping Contours by Iterated Pairing Networks. NIPS 1990: 335-341

Coauthor Index

1Yaniv Alon [69] [73]
2Shai Avidan [13] [14] [17] [19] [21] [22] [25] [29] [31] [34] [36] [44] [56]
3David Caldwell [69]
4Theodoros Evgeniou [17]
5Andras Ferencz [73]
6Emilio Frazzoli [69]
7Michael Fryers [48]
8Brian Fulkerson [69]
9Roee Hardoon [74]
10Hiroshi Hattori [69]
11Tamir Hazan [63] [66] [67] [72] [74] [76] [78] [80]
12Eagle Jones [69]
13Jeremy Yermiyahou Kaminski [38] [48] [62]
14Deepak Kumar [69]
15Kiriakos N. Kutulakos [53]
16Anat Levin [45] [50] [51] [55] [56] [57] [58]
17Amit Man [78]
18Richard Mason [69]
19Stephen J. Maybank [23]
20Jason Meltzer [69]
21Nassir Navab [11]
22Shmuel Peleg [14]
23Tomaso Poggio [17]
24Simon Polak [67] [75]
25Jim Radford [69]
26Tammy Riklin-Raviv [30] [43]
27Benny Rousso [14]
28Dana Segal [39]
29Stefano Soatto [69]
30Gideon P. Stein [18] [24] [26] [28] [33]
31Mina Teicher [48]
32Sebastian Toelg [5] [15]
33Shimon Ullman [1]
34Robert Walters [69]
35Daphna Weinshall [12]
36Michael Werman [8] [9] [12] [29]
37Yonatan Wexler [32] [35] [41] [42]
38Lior Wolf [35] [37] [40] [46] [47] [49] [50] [52] [54] [59] [60] [61] [64] [65]
39Ron Zass [68] [70] [71] [72] [77]
40Assaf Zomet [49]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)