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

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


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


Award Date: Jan 1 2010

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


Award Date: Jan 1 2008

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


Award Date: Jan 1 2005


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