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Lina J. Karam, Ph.D.

Affiliations: 
1995- Electrical, Computer & Energy Engineering Arizona State University & Lebanese American University 
Area:
Signal Processing, Image and Video Processing and Compression, Computer Vision, Machine Learning, Deep Learning, Perceptual-based processing, Digital Filtering
Website:
https://www.linkedin.com/in/linakaram
Google:
"Lina Karam"
Bio:

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Parents

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James Harold McClellan grad student 1992-1995 Georgia Tech

Children

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Ingo Höntsch grad student 1999 Arizona State
Yassin M. Hasan grad student 2000 Arizona State
Zhen Liu grad student 2003 Arizona State
Zoran Ivanovski grad student 2006 Arizona State University and University of Ss. Cyril and Methodius
Tuyet-Trang Lam grad student 2006 Arizona State
Rony Ferzli grad student 2007 Arizona State
Wei-Jung Chien grad student 2009 Arizona State
Ajit Devaraj grad student 2010 Arizona State (BME Tree)
Ryan K. Robison grad student 2010 Arizona State (BME Tree)
Asaad F. Said grad student 2010 Arizona State
Nabil Sadaka grad student 2011 Arizona State
Akshay Pulipaka grad student 2012 Arizona State
Srenivas Varadarajan grad student 2014 Arizona State
Qian Xu grad student 2014 Arizona State
Mahesh Subedar grad student 2015 Arizona State
Milind Gide grad student 2016 Arizona State
Tong Zhu grad student 2016 Arizona State
Jinjin Li grad student 2017 Arizona State
Samuel Dodge grad student 2018 Arizona State
S. Alireza Golestaneh grad student 2018 Arizona State
Jinane Mounsef grad student 2018 Arizona State
Bashar Haddad grad student 2019 Arizona State

Collaborators

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BETA: Related publications

Publications

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Prakash CD, Karam LJ. (2021) It GAN Do Better: GAN-Based Detection of Objects on Images With Varying Quality. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 9220-9230
Borkar TS, Karam LJ. (2019) DeepCorrect: Correcting DNN Models against Image Distortions. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society
Mounsef J, Karam L. (2019) Augmented SRC for face recognition under quality distortions Iet Biometrics. 8: 431-442
Prakash CD, Akhbari F, Karam LJ. (2019) Robust obstacle detection for advanced driver assistance systems using distortions of inverse perspective mapping of a monocular camera Robotics and Autonomous Systems. 114: 172-186
Dodge S, Karam L. (2018) Quality Robust Mixtures of Deep Neural Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society
Dodge S, Karam L. (2018) Visual Saliency Prediction Using a Mixture of Deep Neural Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society
Shrotre A, Karam L. (2018) Full Reference Objective Quality Assessment for Reconstructed Background Images Journal of Imaging. 4: 82
Dodge S, Mounsef J, Karam L. (2018) Unconstrained ear recognition using deep neural networks Iet Biometrics. 7: 207-214
Gide MS, Karam LJ. (2017) Computational Visual Attention Models Foundations and Trends® in Signal Processing. 10: 347-427
Golestaneh SA, Karam L. (2016) Reduced-Reference Quality Assessment Based on the Entropy of DWT Coefficients of Locally Weighted Gradient Magnitudes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 25: 5293-5303
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