Ofir Pele
Lecturer (Assistant Professor)
Department of Computer Science and Mathematics
Ariel University
Building 11
Room 11.3.13D
Office phone: +972-74-780-8943
Email: [email protected]
Ofir Pele |
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Lecturer (Assistant Professor) |
Open positions for excellent and motivated M.Sc. and Ph.D. students and postdocs !Research topics include (but not limited to): - Distance functions and machine learning with general distance functions - Navigation and mapping using various sensors such as optical, thermal etc. (collaboration with Dr. Boaz Ben-Moshe) - Learning to detect hidden objects using millimeter, regular and depth imaging (collaboration with Prof. Boris Kapilevich) |
Publications |
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The Tangent Earth Mover's Distance | |
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Ofir Pele, Ben Taskar | |
GSI 2013, Oral
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The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification | |
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Ofir Pele, Ben Taskar, Amir Globerson, Michael Werman | |
ICML 2013
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Improving Perceptual Color Difference using Basic Color Terms | |
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Ofir Pele, Michael Werman | |
ArXiv 2012
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Distance Functions: Theory, Algorithms and Applications | |
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Ofir Pele | |
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Ph.D. Thesis 2011 (includes a new non-linear, non-Mahalanobis metric learning method in chapter 5)
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Spectral-Based 2D/3D X-ray to CT Image Rigid Registration | |
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Moti Freiman, Ofir Pele, Aviv Hurvitz, Michael Werman, Leo Joskowicz | |
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SPIE 2011
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The Quadratic-Chi Histogram Distance Family | |
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Ofir Pele, Michael Werman | |
ECCV 2010
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Fast and Robust Earth Mover's Distances | |
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Ofir Pele, Michael Werman | |
ICCV 2009
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A Linear Time Histogram Metric for Improved SIFT Matching | |
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Ofir Pele, Michael Werman | |
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ECCV 2008
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Robust Real Time Pattern Matching using Bayesian Sequential Hypothesis Testing | |
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Ofir Pele, Michael Werman | |
PAMI 2008
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Accelerating Pattern Matching or How Much Can You Slide? | |
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Ofir Pele, Michael Werman | |
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ACCV 2007 [,
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Teaching |
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| 2010 | ECCV 2010 Tutorial: Distance Functions and Metric Learning | |
| 2005-2010 | Programming workshops in C (67316) and C++ (67317) | |