Shai Avidan
Professor
Faculty
of Engineering
Tel-Aviv
University
email:
avidan@eng.tau.ac.il
phone:
+972-3-640-7206
Education
Ph.D.
The Hebrew University, Jerusalem,
Israel, 1999
B.Sc.
Bar-Ilan University, Ramat-Gan, Israel, 1993
Click
here for my CV.
Publications: 2019
Co-Occurrence
Neural Network, code
Ira
Shevlev, Shai Avidan
CVPR
2019
Learning to
Sample, code
Oren
Dovrat, Itai Lang, Shai Avidan
CVPR
2019
Publications: 2018
Matching Pixels using Co-Occurrence Statistics, code
Rotal Kat, Roy Jevnisek, Shai Avidan
CVPR
2018
Publications: 2017
Co-Occurrence Filter, code
Roy Jevnisek,
Shai Avidan
CVPR
2017
Detecting
moving regions in CrowdCam images
Adi
Dafni, Yael Moses, Shai Avidan, Tali Dekel
Computer
Vision and Image Understanding Journal, 2017
Air-light Estimation Using
Haze-Lines, code
Dana Berman, Tali Treibitz, Shai
Avidan
ICCP
2017
Publications: 2016
Semi-Global Boundary Detection
Roy Jevnisek,
Shai Avidan
Computer
Vision and Image Understanding Journal, 2016
Non-Local Image Dehazing, project
Dana Berman, Tali Treibitz, Shai
Avidan
CVPR
2016
Publications: 2015
Inverting RANSAC: Global Model
Detection via Inlier Rate Estimation, supplemental
Roee Litman,
Simon Korman,
Alex Bronstein , S. Avidan
CVPR
2015
Best Buddies Similarity for Robust Template
Matching, webpage
Tali Dekel, Shaul Oron, Michael
Rubinstein, S Avidan, William T. Freeman
CVPR
2015
Real Time Tracking-With-Detection for
Coping with View Point Change, webpage
S. Oron, A. Bar-Hillel and S. Avidan
Machine
Vision and Application (MVAP) 2015
Publications: 2014
Extended Lucas-Kanade
Tracking, webpage
S. Oron, A. Bar-Hillel and S. Avidan
ECCV
2014
Probably Approximately Symmetric: Fast 3D Symmetry
Detection with Global Guarantees, webpage
S. Korman, R. Litman, S.
Avidan and A. Bronstein
Computer Graphics Forum 2014
Locally Orderless Tracking, webpage
S. Oron, A. Bar-Hillel, D. Levi and S. Avidan
IJCV
2014
Photo Sequencing,
webpage
T. Dekel (Basha),
Y. Moses and S. Avidan
Special issue, IJCV
2014
Publications: 2013
DCSH – Matching Patches in RGBD Images,
webpage
Y. Eshet, S. Korman, E. Ofek and S.
Avidan
ICCV 2013
Space-Time Tradeoffs in Photo Sequencing, webpage
T. Dekel (Basha),
Y. Moses and S. Avidan
ICCV
2013
Geometrically Consistent Stereo Seam
Carving, webpage
T. Basha,
Y. Moses and S. Avidan
IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2013
FAsT-Match:
Fast Affine Template Matching,
webpage
S. Korman, D. Reichman, G. Tsur, S. Avidan
CVPR 2013
Multiple Histogram Matching
D.
Shapira, S. Avidan, Y. Hel-Or
ICIP
2013
Publications:
2012
Photo Sequencing, webpage
T. Basha, Y.
Moses, S. Avidan
ECCV 2012
TreeCann -
k-d tree Coherence Approximate Nearest Neighbor algorithm, code
I. Olonetsky, S.
Avidan
ECCV 2012
Racing Bib Number Recognition
I.
Ben-Ami, T. Basha, S. Avidan
BMVC 2012
Locally Orderless Tracking, webpage
S.
Oron,
A. Bar-Hillel, D. Levi and S. Avidan
CVPR 2012
Structure and Motion from Scene
Registration
T. Basha, S.
Avidan, A. Hornung
and W. Matusik
CVPR 2012
Object Retrieval and Localization with
Spatially-constrained Similarity Measure and k-NN Reranking
X. Shen, Z. Lin, J. Brandt, S. Avidan and Y.
Wu
CVPR 2012
Publications:
2011
Coherency Senesitive
Hashing, webpage
S. Korman and S.
Avidan
ICCV 2011
Geometrically Consistent Stereo Seam
Carving, webpage
T. Basha, Y.
Moses and S. Avidan
ICCV 2011
Publications:
2010
INTERNET
VISION, introduction
Proceedings
of the IEEE, Special Issue
CG2Real , webpage
M.K.
Johnson, K. Dale, S. Avidan, H. Pfister,
W.T. Freeman and W. Matusik
IEEE
Trans. on Visualization and Computer Graphics, 2010
The patch transform , webpage
T. S.
Cho, S. Avidan and W. T. Freeman
IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2010
Multiple Hypothesis Video
Segmentation from Superpixel Flows, webpage
A. Vazques-Reina,
S. Avidan, H. Pfister and E. Miller
ECCV
2010
An Eye for an Eye: A Single Camera
Gaze-Replacement Method
L.
Wolf, Z. Freund and S. Avidan
CVPR
2010
A Probabilistic Jigsaw Puzzle Solver,
webpage
T.
S. Cho, M. Butman, S. Avidan and W. T. Freeman
CVPR
2010
Publications:
2009
Multi-Operator Media Retargeting , webpage
M.
Rubinstein, A. Shamir and S. Avidan
SIGGRAPH,
New Orleans, 2009
Mode Detection by Median-Shift , webpage
L.
Shapira, S. Avidan and A. Shamir
ICCV
2009
Publications:
2008
Light Mixture Estimation for Spatially Varying
White Balance , webpage
E.
Hsu, T. Mertens, S. Paris, S. Avidan and F.
Durand
SIGGRAPH,
Los Angeles, 2008
Improved Seam Carving for Video Retargeting ,
webpage
M.
Rubinstein, A. Shamir and S. Avidan
SIGGRAPH,
Los Angeles, 2008
Boundary Snapping for Robust Image Cutouts
E.
Zadicario, S. Avidan, A. Shmueli
and D. Cohen-Or
CVPR
2008
The patch transform and its application to image
editing , webpage
T.
S. Cho, M. Butman, S. Avidan and W. T. Freeman
CVPR
2008
Privacy Preserving
Pattern Classification
S.
Avidan, A. Elbaz and T. Malkin
ICIP
2008
Publications:
2007
Seam Carving for Content-Based Image Retargeting
, webpage
S.
Avidan and A. Shamir
SIGGRAPH,
San-Diego, 2007
Exploring Defocus Matting: Non-Parametric
Acceleration, Super-Resolution, and Off-Center Matting.
N.
Joshi, W. Matusik, S. Avidan, H. Pfister and W. T. Freeman.
Special
Issue-Computational Photography of IEEE Journal on Computer Graphics and
Applications, 2007
Ensemble Tracking
S.
Avidan
IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol.
29(2), pp 261-271, 2007
Centralized and Distributed Multi-view
Correspondence
S.
Avidan, Y. Moses and Y. Moses
International Journal on Computer Vision (IJCV), Vol. 71(1), pp 49-69, 2007
Synthetic Aperture Tracking: Tracking
through Occlusions , webpage
N. Joshi, S. Avidan, W. Matusik
and D. Kriegman
ICCV
2007
Fast Pixel/Part Selection with Sparse
Eigenvectors
B.
Moghaddam, Y. Weiss and S. Avidan
ICCV
2007
Statistics of Infrared Images
N.
J. W. Morris, S. Avidan, W. Matusik and H. Pfister
CVPR 2007
Publications:
2006
Natural Video
Matting using Camera Arrays , webpage
N.
Joshi, W. Matusik and S. Avidan
SIGGRAPH,
Boston, MA, USA, 2006
Efficient Methods for Privacy Preserving
Classification
S.
Avidan and M. Butman
NIPS
2006
Generalized Spectral
Bounds for Sparse LDA
B.
Moghaddam, Y. Weiss and S. Avidan
ICML
2006
Fast human detection using a cascade of
Histograms of Oriented Gradients
Q.
Zhu, S. Avidan, M. Ye and K-T Cheng
CVPR
2006
Blind Vision , webpage
S.
Avidan and M. Butman
ECCV
2006
SpatialBoost:
Adding Spatial Reasoning to AdaBoost , webpage
S.
Avidan
ECCV
2006
Publications:
2005
Learning a Sparse,
Corner-based Representation for Time-varying Background Modeling
Q.
Zhu, S. Avidan and K-T Cheng
ICCV
2005
Ensemble Tracking
S.
Avidan
CVPR
2005
Spectral Bounds for
Sparse PCA: Exact and Greedy Algorithms
B.
Moghaddam, Y. Weiss and S. Avidan
NIPS
2005
Publications:
2004
Support Vector Tracking
S.
Avidan
IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol.
26(8), pp. 1064--1072, 2004
The power of feature
clustering: An application to object detection
S.
Avidan and M. Butman
NIPS
2004
Joint Feature-Basis Subset Selection
S.
Avidan
CVPR
2004
Crowd Detection in video sequences
P. Reisman, O.
Mano, S. Avidan, and A. Shashua
IV
2004
Probabilistic Multi-View
Correspondence in a Distributed Setting with No Central Server
S.
Avidan, Y. Moses and Y. Moses
ECCV
2004
Publications:
2003
Subset Selection for
Efficient SVM Tracking
S.
Avidan
CVPR
2003
Publications:
2002
Manifold
Pursuit: A New Approach to Appearance Based Recognition
A,
Shashua, A. Levin and S. Avidan
ICPR
2002
EigenSegments:
A spatio-temporal decomposition of an ensemble of
image
S.
Avidan
ECCV
2002
Publications:
2001
Threading Fundamental Matrices
S.
Avidan and A. Shashua
IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol.
23(1), pp. 73--77, 2001
Support Vector Tracking
S.
Avidan
CVPR
2001
Publications:
2000
Trajectory Triangulation: 3D
Reconstruction of Moving Points from a Monocular Image Sequence
S.
Avidan and A. Shashua
IEEE
Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol.
22(4), pp. 348--357, 2000
Layer extraction from multiple images
containing reflections and transparency
R.
Szeliski, S. Avidan, and P. Anandan
CVPR
2000
Integrating Local Affine into Global
Projective Images in the Joint Image Space
P.
Anandan and S. Avidan
ECCV
2000
On the Reprojection
of 3D and 2D Scenes Without Explicit Model Selection
A.
Shashua and S. Avidan
ECCV
2000
Publications:
1999
Trajectory Triangulation over Conic Sections
A.
Shashua, S. Avidan and M. Werman
ICCV
1999
Trajectory Triangulation of Lines:
Reconstruction of a 3D point Moving along a Line from a Monocular Image
Sequence
S.
Avidan and A. Shashua
CVPR
1999
Publications:
1998
Novel View Synthesis by Cascading Trilinear
Tensors
S.
Avidan and A. Shashua
IEEE
Transactions on Visualization and Computer Graphics (TVCG), 4(4), 1998.
Tensor Embedding of the Fundamental Matrix
S.
Avidan and A. Shashua
Post-ECCV
SMILE Workshop, 1998.
Threading Fundamental Matrices
S.
Avidan and A. Shashua.
ECCV
1998
Publications:
1997
Novel View Synthesis in Tensor Space
S.
Avidan and A. Shashua
CVPR
1997
Image-Based View Synthesis by Combining Trilinear
Tensors and Learning Techniques
S.
Avidan, T. Evgeniou, A. Shashua and T. Poggio
VRST
1997
Publications:
1996
The Rank4 Constraint In Multiple View Geometry
A.
Shashua and S. Avidan
ECCV
1996
Robust Recovery of Camera Rotation from Three
Frames
B.
Rousso, S. Avidan, A. Shashua and S. Peleg
CVPR
1996
Tensorial Transfer: On
the Representation of $N>3$ Views of a 3D Scene
S.
Avidan and A. Shashua
ARPA
1996
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