• Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
20052021

Research activity per year

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Personal profile

Research Overview

Professor Ghanem's research interests focus on topics in computer vision, machine learning, and image processing. They include: Modeling dynamic objects in video sequences to improve motion segmentation, video compression, video registration, motion estimation, and activity recognition. Developing efficient optimization and randomization techniques for large-scale computer vision and machine learning problems. Exploring novel means of involving human judgment to develop more effective and perceptually-relevant recognition and compression techniques. Developing frameworks for joint representation and classification by exploiting data sparsity and low-rankness.

Key Research Areas

Computer Science, Electrical Engineering, Visual Computing, Machine Learning

Expertise related to UN SDGs

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 11 - Sustainable Cities and Communities

Education

Electrical and Computer Engineering, Ph.D., University of Illinois at Urbana-Champaign

2010

Award Date: Jan 1 2010

Electrical and Computer Engineering, M.S., University of Illinois at Urbana-Champaign

2008

Award Date: Jan 1 2008

Computer and Communication Engineering, B.E., American University of Beirut

2005

Award Date: Jan 1 2005

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