Quaid-i-Azam University Islamabad
Department of Computer Science
 
QAU CS Academics Research Faculty Admission  
__________________________

Ayyaz Hussain

Associate Professor (Tenured)

HEC Approved Supervisor

Post Doc, Gwangju Institute of Science & Technology, South Korea

PhD (Computer Science), National University of Computer & Emerging Sciences, NUCES-FAST, Islamabad, Pakistan

MSc (Computer Science), Quaid-i-Azam University, Islamabad, Pakistan

📧 ayyaz.hussain-at-qau-edu-pk
☎ +92-51-9064 2059
📯 Department of Computer Science,
     Quaid-i-Azam University, Islamabad, Pakistan

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Research Interests | Teaching | Research Publications | PhD Theses Supervised | Professional Activities

Research Interests

  • Pattern Recongition
  • Image Processing
  • Computational Intelligence

Teaching

  • Ph.D/MS
    • Pattern Recognition
    • Theory of Computation
    • Advance Analysis of Algorithms
    • Research Trends in Computer Vision
    • Advance Machine Learning Techniques
    • Special Topics in Image Processing
    • Advances in Intelligent Systems

  • MSc/BS
    • Neural Networks
    • Artificial Intelligence
    • Introduction to Digital Image Processing
    • Analysis and Design of Algorithms
    • Operating Systems
    • Data Structures and Algorithms
    • Object Oriented Programming

Research Publications

Journal

  1. M.S.I. Malik, A. Hussain, Exploring the influential reviewer, review and product determinants for review helpfulness. Artif. Intell. Rev. 53(1): 407-427 (2020)
  2. M.Nadeem, A.Hussain, A.Munir, M.Habib, M.T.Naseem: Removal of random valued impulse noise from grayscale images using quadrant based spatially adaptive fuzzy filter. Signal Process. 169: 107403 (2020).
  3. M. Q. Khan, A. Hussain, S. U. Rehman, U. Khan, M. Maqsood, K. Mehmood, M. A. Khan, Classification of Melanoma and Nevus in Digital Images for Diagnosis of Skin Cancer. IEEE Access 7: 90132-90144 (2019).
  4. M. T. Naseem, M. Nadeem, I. M. Qureshi, A. Hussain, Optimal Secure Information using Digital Watermarking and Fuzzy Rule base. Multim. Tools Appl. 78(6): 7691-7712 (2019)
  5. M. Nadeem, A. Hussain, A. Munir, Fuzzy logic based computational model for speckle noise removal in ultrasound images. Multim. Tools Appl. 78(13): 18531-18548 (2019)
  6. T. Sadad, A. Munir, T. Saba, A. Hussain, Fuzzy C-means and region growing based classification of tumor from mammograms using hybrid texture feature. J. Comput. Sci. 29: 34-45 (2018).
  7. S. Arshid, A. Hussain, A. Munir, A. Nawaz, S. Aziz, Multi-stage binary patterns for facial expression recognition in real world. Cluster Computing 21(1): 323-331 (2018).
  8. M. S. I Malik, A. Hussain, An analysis of review content and reviewer variables that contribute to review helpfulness. Inf. Process. Manage. 54(1): 88-104 (2018).
  9. S. A. Khan, A. Hussain, M. Usman, Reliable facial expression recognition for multi-scale images using weber local binary image based cosine transform features. Multimedia Tools Appl. 77(1): 1133-1165 (2018).
  10. A. Munir, A. Hussain, S. A. Khan, M. Nadeem, S. Arshid, Illumination invariant facial expression recognition using selected merged binary patterns for real world images, Optik, 158: 1016-1025 (2018).
  11. M. M. Tahir, A. Q. Khan, N. Iqbal, A. Hussain, S. Badshah, Enhancing Fault Classification Accuracy of Ball Bearing Using Central Tendency Based Time Domain Features. IEEE Access 5: 72-83 (2017).
  12. M. S. I. Malik, A. Hussain, Helpfulness of product reviews as a function of discrete positive and negative emotions. Computers in Human Behavior 73: 290-302 (2017)
  13. A. Hussain, M. Habib, A new cluster based adaptive fuzzy switching median filter for impulse noise removal. Multimedia Tools Appl. 76(21): 22001-22018 (2017).
  14. M. Sharif, A. Hussain, M. A. Jaffar, T. S. Choi, Fuzzy based hybrid filter for rician noise removal, Signal, Image and Video Processing, 10(2): 215-224 (2016).
  15. M. Habib, A. Hussain, S. Rasheed, M. Ali, Adaptive Fuzzy inference system based directional median filter for impulse noise removal, International Journal of Electronics and Communication, 70(5): 689-697 (2016).
  16. M. Habib, A. Hussain, T. S. Choi, Adaptive Threshold based Fuzzy Directional Filter Design using Background Information, Applied Soft Computing, 29: 471-478 (2015).
  17. S. Akram, M. Y. Javed, A. Hussain, F. Riaz, M. U. Akram, Intensity-based statistical features for classification of lungs CT scan nodules using artificial intelligence techniques, 2015, Journal of Experimental and Theoratical Artificial Intelligence, 27(6): 737-751 (2015).
  18. M. Sharif, A. Hussain, M. A. Jaffar, T. S. Choi, Fuzzy similarity based non-local mean filter rician noise removal, Multimedia Tools and Applications, 74(15): 5533-5556 (2015).
  19. S. M. Bhatti, A. Hussain, M. A. Jaffar, T. S. Choi, Color Differences based Fuzzy filter for Extremely Corrupted Images, Applied Soft Computing, 21: 107-118 (2014).
  20. S. khan, A. Hussain, M. Usman, A. M. Mirza, Robust face recognition using computationally efficient features, Journal of Intelligent and Fuzzy Systems, 27(6): 3131-3143 (2014).
  21. M. Bilal, A. Hussain, M. A. Jaffar, T. Choi, A. M. Mirza, Estimation and optimization based ill-posed inverse restoration using fuzzy logic, Multimedia Tools and Applications, 69(3): 1067-1087 (2014).
  22. S. M. Bhatti, A. Hussain, M. A. Jaffar, T. S. Choi, Intelligent noise detection and filtering using neuro-fuzzy system. Multimedia Tools and Applications, 63: 93-105 (2013).
  23. S. M. Bhatti, A Hussain, M. A.Jaffar, T. S. Choi, Machine Learning and Directional Switching Median based Filter for highly corrupted Images, Knowledge and Information Systems,36(3): 557-577 (2013).
  24. A. Hussain, S. M. Bhatti, M. A. Jaffar, Fuzzy based Impulse Noise Reduction Method. Multim. Tools Appl. 60(3): 551-571 (2012)
  25. N. Naveed, A. Hussain, M. A. Jaffar, T.S. Choi, Quantum and impulse noise filtering from breast mammogram images. Comput. Methods Programs Biomed. 108(3): 1062-1069 (2012).
  26. S. M. Bhatti, A. Hussain, M. A. Jaffar, A M. Mirza, T. S. Choi, Fuzzy Random Impulse Noise Reduction technique based on Statistical Estimator, International Journal of Innovative Computing Information and Control, 7: 3395-3406(2011).
  27. M. A. Jaffar, A. M. Mirza, M. A. Iqbal, A. Hussain, R. Baig, Genetic Fuzzy based Automatic Lungs Segmentation from CT scans Images, International Journal of Innovative Computing Information and Control, 7: 1875-1890 (2011).
  28. M. Nazir, A. Hussain, M. A. Jaffar, A. M. Mirza, Efficient Gender Classification using Optimization of Hybrid Classifiers based on Genetic Algorithm, International Journal of Innovative Computing Information and Control, (2011).
  29. A. B. Siddiqui, M. A. Jaffar, A. Hussain, A. M. Mirza, Block- based Pixel Level Multi-focus Image Fusion using Particle Swarm Optimization, International Journal of Innovative Computing Information and Control, 7: (2011).
  30. M. A. Jaffar, M Ishtiaq, B. Ahmed, A. Hussain, N. Naveed, Fuzzy Wavelet-Based Color Image Segmentation using Self-Organizing Map Neural Network, International Journal of Innovative Computing Information and Control, 6: 4813-4824 (2010).
  31. A. Hussain, M. A. Jaffar, A. M. Mirza, Random Valued Impulse Noise Removal using Fuzzy Logic, International Journal of Innovative Computing Information and Control, 6: 4273-4288 (2010).
  32. A. Hussain, M. A. Jaffar, A. M. Mirza, A Hybrid Image Restoration Approach: Fuzzy Logic and Directional Weighted Median based Uniform Impulse Noise Removal, Knowledge and Information System, 24: 77-90 (2009).
  33. M. A. Jaffar, A. Hussain, A. M. Mirza, Fuzzy Entropy based Optimization of Clusters for the Segmentation of Lungs in CT Scanned Images, Knowledge and Information System, 24: 91-111(2009).
  34. A. Hussain, M. A. Jaffar, A. Chaudary, A. M. Mirza, Detail Preserving Fuzzy Filter for Impuse Noise Removal, International Journal of Innovative Computing Information and Control, 5: 3583-3591(2009).
  35. M. A. Jaffar, A. Hussain, A. M. Mirza, A. Chaudary, Fuzzy Entropy and Morphology based fully automated Segmentation of Lungs from CT Scan Images, International Journal of Innovative Computing Information and Control, 5: 4993-5002 (2009).

PhD Theses Supervised

  1. Mr. Tariq Sadad, "Tumor Detection, Classification and Risk Assessment in Digital Mammograms", 2019
  2. Ms. Freeha Anwar, "Online Urdu Handwritten Text Recognition for Mobile Devices using Intelligent Techniques",2019
  3. Mr. M. Shahid Iqbal Malik, "Exploring the Determinants of Web Mining and their Evaluations in Online Reviews",2018
  4. Mr. Muhammad Habib, " Restoration of Impulse Noise Corrupted Images using Fuzzy Logic",2018
  5. Mr. Masood Tahir, " Intelligent Fault Diagnosis of Rotating Machinery through Vibration Analysis",2018
  6. Ms. Sadia Arshid, " Facial Expression Recognition for Multiple Faces in Less-Constraint Environment",2017
  7. Ms. Sumaira Farid, " Optimal Feature Selection and Fusion for Content Based Image Retrieval using Computational Intelligence Techniques", 2015
  8. Mr. Sohail Masood Bhatti, "Image Restoration using Soft Computing", 2014

Professional Activities

Invited Research Seminars

  • Image Restoration using Fuzzy Logic, Department of Mechatronics, Gwangju Institute of Science & Technology (GIST), South Korea, March 14, 2013.
  • Role of Soft Computing in Image Processing, Department of Mechatronics, Gwangju Institute of Science & Technology (GIST), South Korea, November 14, 2013.
  • Image Restoration using Soft Computing, Department of Computer Science, Fatima Jinnah Women University, Rawalpindi, Pakistan, May 2, 2014.

Administrative Activities

  • Coordinator Mphil/Ph.D Program, Department of Computer Science,Quaid-i-Azam University Islamabad
  • Member Admission Committee, Department of Computer Science, Quaid-i-Azam University Islamabad
  • Chairman, Department of Computer Science & Software Engineering, International Islamic University Islamabad, Pakistan (September 2017 to January 2020)
  • Head Graduate Research Committee, Department of Computer Science & Software Engineering, International Islamic University Islamabad, Pakistan. (Aug 2010 to December 2011).
  • Head Accreditation Committee, Department of Computer Science & Software Engineering, International Islamic University Islamabad, Pakistan. (2011-2012).
  • Head Admission Committee, Department of Computer Science & Software Engineering, International Islamic University Islamabad, Pakistan. (Fall 2011).
  • Coordinator Professional Development Center (PDC), PMAS-AAUR. (Feb 2010 to Aug 2010).
  • Member Graduate Program Committee, PMAS-AAUR. (Feb 2010 to Aug 2010).

Journal Reviewer

  • Pattern Recognition
  • Knowledge and Information System
  • Multimedia Tools and Applications
  • Digital Signal Processing
  • Signal Processing
  • Computer Programs and Methods in Biomedicine
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