Quaid-i-Azam University, Islamabad
Department of Computer Science

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Faculty > Muhammad Aasim Rafique Description: C:\Users\Admin\Templates\line.gif Muhammad Aasim Rafique

 

Assistant Professor

 

Ph.D. (EECS), Gwangju Institute of Science and Technology, Republic of Korea
http://sites.google.com/view/mlv.

M.S. (Computer Science), LUMS, Pakistan.

M.Sc. (Computer Science), Quaid-i-Azam University, Pakistan.

 

Phone: +92-51-9064-2059

Email: marafique at qau dot edu dot pk


Research

Research Interests

·         Generative modeling in machine learning

·         Deep neural networks

·         Sequential data learning

·         Reinforcement learning

·         Computer vision and image processing


Teaching

  • M.Sc.
    • Operating Systems (CS-402)
  • BSCS
    • Computer Graphics (CS-423)

Students

  • MPhil

Publications

Journal

·         M. A. Rafique, B. Lee and M. Jeon, "Hybrid Neuromorphic System for Automatic Speech Recognition", IET, 52(17), 1428-1430 (Aug. 2016)

·         M. A. Rafique, W. Pedrycz and M. Jeon, "Vehicle License Plate Detection Using Region Based Convolutional Neural Networks", Soft Computing, DOI 10.1007/s00500-017-2696-2, 2017.

·         A. M. Sheri ,M. A. Rafique, M. Jeon and W. Pedrycz "Background subtraction with Gaussian Bernoulli Restricted Boltzmann Machine", IET Image Processing, Accepted

·         M. A. Rafique, M. T. Hassan and M. Jeon,”Deformable Object Tracking using Clustering and Particle Filter”, Accepted

·         M. Sheri, M. A. Rafique, W. Pedrycz, M. Jeon, “Contrastive divergence for memristor-based restricted Boltzmann machines”, Engineering Applications of Artificial Intelligence , Vol 37, pp 336-342, Jan. 2015.

Conference

·         M. A. Rafique, S. Azam, J. Gwak and M. Jeon, "Character Segmentation of Korean J. Oh, J. Gwak, M. A. Rafique and M. Jeon, "A new image denoising scheme using spiking neuromorphic systems", The 6th IASTED International Conference on Computational Intelligence, Innsbruck, Austria, Feb. 16-17, 2015.

·         M. A. Rafique, A. M. Sheri and M. Jeon, "Background scene modeling for PTZ cameras using RBM", The 3rd International Conference on Control, Automation and Information Sciences (ICCAIS 2014), Dec. 2-5, 2014.

·         M. A. Rafique, S. Azam, S. Lee and M. Jeon, “Face-deidentification in images using Restricted Boltzmann Machines", ICITST, Dec. 5-7, 2016, Barcelona, Spain.

·         S. Azam, M. A. Rafique, and M. Jeon, “Vehicle Pose Detection Using Region Based Convolutional Neural Network", The International Conference on Control Automation & Information Science (ICCAIS 2016), October 27-29, 2016, Ansan, Korea.

·         M. A. Rafique, K. H. Sim , M. T. Hassan and M. Jeon , "Implementation of Approximate computing in Jikes RVM" , Summer Conference of Electronics Engineering Society of Korea I , 2015.05.22

·         S. Azam, M. A. Rafique, A.M. Sheri and M. Jeon, “Mutli-sensor data collection and data fusion: Step towards self-driving cars,“BIC, Jeju Island, 2017.

·         S. Azam, F. Munir, M.A. Rafique and M. Jeon, “Object Modeling from 3D Point Cloud Data for Self-Driving Vehicles,“IV’18, Changshu, Suzhou, China, June 26-30, 2018.

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