Ofir Pele
Algorithm and Software Developer at NVIDIA
Email: ofirpele@gmail.com
Ofir Pele |
||
|
|
|
Algorithm and Software Developer at NVIDIA |
Publications and Code |
||
 |
Nested Barycentric Coordinate System as an Explicit Feature Map | |
|
Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich, Gabriel Nivasch, Ofir Pele | |
| International Conference on Artificial Intelligence and Statistics 2021 | ||
|
Improving Blood Glucose Level Predictability using Machine Learning | |
|
Roy Eldor, Mariana Yaron, Sigal Shaklai, Maya Ish-Shalom, Gabi Shefer, Naftali Stern, Nehor Golan, Amit Dvir, Ofir Pele, Mira Gonen | |
| Diabetes/Metabolism Research and Reviews, 2020 | ||
|
A Fair Server Adaptation Algorithm for HTTP Adaptive Streaming using Video Complexity | |
|
Ran Dubin, Rafi Shalala, Amit Dvir, Ofir Pele, Ofer Hadar | |
| Multimedia Tools and Applications, 2019 | ||
|
From Internet Swear Words to Stadium Violence in Football (Soccer) Games - An Israeli Case Study | |
|
Uzi Ben Shalom, Amit Dvir, Moshe Levy, Moti Zwilling, Eithan Orkibi, Nadav Gabay, Ofir Pele | |
| International Review for the Sociology of Sport 2019 | ||
|
Video Quality Representation Classification of Encrypted HTTP Adaptive Video Streaming | |
|
Ran Dubin, Ofer Hadar, Amit Dvir, Ofir Pele | |
| KSII Transactions on Internet and Information Systems, 2018 | ||
|
I Know What You Saw Last Minute - Encrypted HTTP Adaptive Video Streaming Title Classification | |
|
Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar | |
TIFS 2017
[ ,
]
| ||
|
Analyzing HTTPS Encrypted Traffic to Identify User Operating System, Browser and Application | |
|
Jonathan Muehlstein, Yehonatan Zion, Maor Bahumi, Itay Kirshenboim, Ran Dubin, Amit Dvir, Ofir Pele | |
|
CCNC HC 2017
[,
]
| ||
|
Robust Machine Learning for Encrypted Traffic Classification | |
|
Amit Dvir, Yehonatan Zion, Jonathan Muehlstein, Ofir Pele, Chen Hajaj, Ran Dubin | |
|
arXiv 2016
[,
]
| ||
|
Interpolated Discretized Embedding of Single Vectors and Vector Pairs for Classification, Metric Learning and Distance Approximation | |
|
Ofir Pele, Yakir Ben-Aliz | |
arXiv 2016
[,
,
 ,
ID Metric learning code by Eitam Kav-Venaki
]
| ||
|
I Know What You Saw Last Minute - The Chrome Browser Case | |
|
Ran Dubin, Ofir Pele, Amit Dvir, Ofer Hadar | |
|
BlackHat 2016
[,
, Hebrew
]
| ||
|
Video Quality Representation Classification of Safari Encrypted DASH Streams | |
|
Ran Dubin, Ofer Hadar, Itay Richman, Ofir Trabelsi, Amit Dvir, Ofir Pele | |
|
DMIAF 2016
[,
]
| ||
|
Adaptation Logic for HTTP Dynamic Adaptive Streaming using Geo-Predictive Crowdsourcing for Mobile Users | |
|
Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Katz, Ori Mashiach | |
|
MS 2016
[,
]
| ||
|
The Tangent Earth Mover's Distance | |
|
Ofir Pele, Ben Taskar | |
GSI 2013, Oral
[,
,
 ]
| ||
|
The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification | |
|
Ofir Pele, Ben Taskar, Amir Globerson, Michael Werman | |
ICML 2013
[,
,
,
 ]
| ||
|
Improving Perceptual Color Difference using Basic Color Terms | |
|
Ofir Pele, Michael Werman | |
arXiv 2012
[,
,
]
| ||
|
Distance Functions: Theory, Algorithms and Applications | |
|
Ofir Pele | |
|
Ph.D. Thesis 2011 (includes a new non-linear, non-Mahalanobis metric learning method in chapter 5)
[,
]
| ||
|
Spectral-Based 2D/3D X-ray to CT Image Rigid Registration | |
|
Moti Freiman, Ofir Pele, Aviv Hurvitz, Michael Werman, Leo Joskowicz | |
|
SPIE 2011
[,
]
| ||
|
The Quadratic-Chi Histogram Distance Family | |
|
Ofir Pele, Michael Werman | |
|
ECCV 2010
[,
,
]
| ||
|
Fast and Robust Earth Mover's Distances | |
|
Ofir Pele, Michael Werman | |
ICCV 2009
[,
,
 ,
poster & data & additional results]
| ||
|
A Linear Time Histogram Metric for Improved SIFT Matching | |
|
Ofir Pele, Michael Werman | |
|
ECCV 2008
[,
,
SiftDist
,
EMD_MOD ,
additional results
]
| ||
|
Robust Real Time Pattern Matching using Bayesian Sequential Hypothesis Testing | |
|
Ofir Pele, Michael Werman | |
|
PAMI 2008
[,
,
(Alg. 5 clean code),
(all code),
presentation ,
images
]
| ||
|
Accelerating Pattern Matching or How Much Can You Slide? | |
|
Ofir Pele, Michael Werman | |
|
ACCV 2007 [,
]
| ||
Teaching |
||
| 2020 | Style and good practices in programming | |
| 2013-2017 | Computer vision, image processing and computational photography | |
| 2013-2017 | Memory and data structures in C++ | |
| 2014-2017 | Introduction to computers and the C language | |
| 2014-2015 | Introduction to programming in C++ | |
| 2013-2014 | Introduction to object oriented programming | |
| 2010 |
ECCV 2010 Tutorial: distance functions and metric learning
[,
 ]
|
|
| 2005-2010 | Programming workshops in C and C++ | |