Ofir Pele

Ofir Pele

Algorithm and Software Developer

ofirpele@gmail.com


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
I Know What You Saw Last Minute - The Chrome Browser Case
Ran Dubin, Ofir Pele, Amit Dvir, Ofer Hadar
BlackHat 2016
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
A Linear Time Histogram Metric for Improved SIFT Matching
Ofir Pele, Michael Werman
ECCV 2008
Robust Real Time Pattern Matching using Bayesian Sequential Hypothesis Testing
Ofir Pele, Michael Werman
PAMI 2008
Accelerating Pattern Matching or How Much Can You Slide?
Ofir Pele, Michael Werman
ACCV 2007

Teaching

2010
ECCV 2010 Tutorial: Distance Functions and Metric Learning