Bernard Ghanem
Assistant Professor
Department of Electrical Engineering
King Abdullah University of Science and Technology
Saudi Arabia
Biography
Prof. BERNARD GHANEM Specializes in computer vision, machine learning, and image processing. He is working as Assistant Professor in Department of Electrical Engineering , King Abdullah University of Science and Technology, Saudi Arabia.
Research Interest
"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."
Publications
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Tianzhu Zhang, Bernard Ghanem, Si Liu, and Narendra Ahuja, "Low-Rank Sparse Coding for Image Classification", International Conference on Computer Vision
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Tianzhu Zhang, Bernard Ghanem, Si Liu, and Narendra Ahuja, "Robust Visual Tracking via Structured Multi-Task Sparse Learning", International Journal of Computer Vision.
