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Signal Processing

Signal Processing

The primary driver for signal processing research within the ECE department is to develop efficient, accurate and robust algorithms for the advancement of statistical analysis in audio, image and video processing.

Our work encapsulates a wide range of research and development capabilities including: fundamental algorithm design and development, analytical and statistical performance evaluation, testing on real-world data and embedded system development for various applications, from low-level image enhancement to cognitive computer vision.

Research staff

Dr. Ahmed Al Sheakh

Assistant Professor

Dr. Ahmed Al Tunaiji

Assistant Professor

Dr. Ali Dawood

Associate Professor

Dr. Andrzej Sluzek

Associate Professor

Dr. Arafat Al-Dweik

Associate Professor

Dr. Braham Barkat

Associate Professor

Dr. Ibrahim Elfadel

Professor

Dr. Jorge Dias

Professor

Dr. Kahtan Mezher

Associate Professor

Dr. Naoufel Werghi

Associate Professor

Dr. Paschalis Sofotatios

Assistant Professor

Dr. Reyad El-Khazali

Associate Professor

Dr. Sami Muhaidat

Associate Professor

Dr. Shihab Jimaa

Associate Professor

Dr. Leontios Hadjileontiadis

Professor

Dr. Thanos Stouraitis

Professor and Chair

Dr. Youssef Iraqi

Associate Professor

  • P. Hill, A. Achim, M. E. Al-Mualla, and D. Bull, “Contrast Sensitivity of the Wavelet, Dual Tree Complex Wavelet, Curvelet, and Steerable Pyramid Transforms,” IEEE Transactions on Image Processing, vol. 25, no. 6, pp. 2739-2751, 2016.
  • L. Weruaga and J. Via, “Sparse multivariate gaussian mixture regression,” IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 5, pp. 1098-1108, 2015.
  • N. A. Azis, Y. -S. Jeong, H. -J. Choi, and Y. Iraqi, “Weighted averaging fusion for multi-view skeletal data and its application in action recognition,” IET Computer Vision, vol. 10, no. 2, pp. 134-142, 2016.
  • N. Werghi, S. Berretti, and A. Del Bimbo, “The Mesh-LBP: A framework for extracting local binary patterns from discrete manifolds,” IEEE Transactions on Image Processing, vol. 24, no. 1, pp. 220-235, 2015.
  • P. C. Sofotasios, S. Muhaidat, G. K. Karagiannidis, and B. S. Sharif, “Solutions to integrals involving the marcum Q-function and applications,” IEEE Signal Processing Letters, vol. 22, no. 10, pp. 1752-1756, 2015.
  • H. Bhaskar, K. Dwivedi, D. P. Dogra, M. Al-Mualla, and L. Mihaylova, “Autonomous detection and tracking under illumination changes, occlusions and moving camera,” Signal Processing, 117, pp. 343-354, 2015.
  • H. Mukhtar, A. Al-Dweik, M. Al-Mualla, and A. Shami, “Low complexity power optimization algorithm for multimedia transmission over wireless networks,” IEEE Journal on Selected Topics in Signal Processing, vol. 9, no. 1, pp. 113-124, 2015.

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