ABOUT

ABOUT

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.

People
Selected Publications
  • 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