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Personal profile

Education/Academic qualification

PHD, Georgia Institute of Technology

… → 1995

MS, Georgia Institute of Technology

… → 1992

BE, American University of Beirut

… → 1989

Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Image coding Engineering & Materials Science
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Pixels Engineering & Materials Science
Channel coding Engineering & Materials Science
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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1900 2018

1 Citations

Can the early human visual system compete with deep neural networks?

Dodge, S. & Karam, L., Jan 19 2018, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 2798-2804 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Eye movements
Display devices
Deep neural networks

Generative Sensing: Transforming Unreliable Sensor Data for Reliable Recognition

Karam, L., Borkar, T., Cao, Y. & Chae, J., Jun 26 2018, Proceedings - IEEE 1st Conference on Multimedia Information Processing and Retrieval, MIPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 100-105 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensors
Artificial intelligence
Deep neural networks
Deep learning

Quality Robust Mixtures of Deep Neural Networks

Dodge, S. F. & Karam, L., Nov 1 2018, In : IEEE Transactions on Image Processing. 27, 11, p. 5553-5562 10 p., 8410945.

Research output: Contribution to journalArticle

Memory architecture
Network performance
Image quality
Deep neural networks
Computational complexity
3 Citations

Unconstrained ear recognition using deep neural networks

Dodge, S., Mounsef, J. & Karam, L., May 1 2018, In : IET Biometrics. 7, 3, p. 207-214 8 p.

Research output: Contribution to journalArticle

Feature extraction
Classifiers
Deep neural networks
Deep learning

Visual Saliency Prediction Using a Mixture of Deep Neural Networks

Dodge, S. & Karam, L., May 8 2018, (Accepted/In press) In : IEEE Transactions on Image Processing.

Research output: Contribution to journalArticle

Semantics
Deep neural networks
Neural networks
Deep learning

Projects 1996 2021