Mostafa S. Ibrahim

PhD Student - Spring 2015 - Fall 2018
Supervisor Prof. Greg Mori
School of Computing Science
Simon Fraser University

E-mail: mostafa.saad.fci@gmail.com or msibrahi@sfu.ca

M.Sc. in Computer Science from Cairo University, Egypt, 2012.
B.Sc. in Computer Science from Cairo University, Egypt, 2008.

Personal Website [Please visit]
Google Scholar
Github Account

Interests

I have a mix of experience in Software Engineering, 2D Computer Vision Research/Engineering and Algorithms Design.
My interests are to apply Machine Learning to solve real-world problems. I am open to both Research and Engineering opportunities.

Computer Vision Interests

Activity Recognition
Object Tracking
Object Recognition
Image Classification
Image Segmentation
Large-Scale Vision and More

Machine Learning

My PhD Trip

Before PhD

6 years of Software Engineering Experience
Semantic Image Segmentation experience from 9 months internship @ Microsoft Research - Egypt
Object Localization experience from MSc study
Competitive Programming: ICPC World Finalist 2011, Problem Setter, Judge, Chief Judge, Coach
Teaching Assistant @ Cairo University

In 2015

Studied Deep Learning, specially CNN
Worked on Group Activity Recognition Problem
Our CVPR 2016 paper got accepted

In 2016

Extended our CVPR 2016 dataset and novelty (arxiv paper)
Internship @ Google Mountain View - Software Engineer Intern - Photos Team
Supported 2 projects (Action Localization and Active Learning for structured problems)

In 2017

Discussed my depth report about Multi-person Activity recognition
Worked in building relational model for the Multi-person Activity recognition
Our WACV 2018 paper got accepted
Our ECCV 2018 paper got accepted

In 2018

Internship @ D-wave Systems - Machine Learning Research Intern - Weakly Semantic Segmentation
Our intern paper will be toward CVPR 2019
Thesis Defence in December 2018

Publications

	Mostafa S. Ibrahim, Greg Mori. "Hierarchical Relational Networks for Group Activity Recognition and Retrieval". In ECCV 2018. [pdf] [presentation] [poster] [github]
	Jiawei He, Mostafa S. Ibrahim, Zhiwei Deng, Greg Mori. "Generic Tubelet Proposals for Action Localization". In WACV 2018. [pdf]
	Mehran Khodabandeh, Zhiwei Deng, Mostafa S Ibrahim, Shinichi Satoh, Greg Mori. "Active Learning for Structured Prediction from Partially Labeled Data". In arxiv 2017. [pdf]
	Mostafa S. Ibrahim, Srikanth Muralidharan, Zhiwei Deng, Arash Vahdat, Greg Mori. "A Hierarchical Deep Temporal Model for Group Activity Recognition". In CVPR 2016. [pdf] [presentation] [poster] [github: code and dataset]
	Mostafa S. Ibrahim, Amr A. Badr, Mostafa R. Abdallah and Ibrahim F. Eissa. "Bounding Box Object Localization Based On Image Superpixelization". In INNS 2012. [pdf]
	Mostafa S. Ibrahim and Motaz A. El Saban. "Higher order potentials with superpixel neighbourhood (hsn) for semantic image segmentation". In ICIP 2011. [pdf]