Dr. Ayyaz Hussain

Professor

Chairperson

ayyaz.hussain@qau.edu.pk

+92-51-9064-2059

Research Interests

Computational Intelligence Image Processing Pattern Recognition

Useful Links

Courses Taught

CSC-121 - Object Oriented Programming [BS]

CSC-211 - Data Structures [BS]

CSC-226 - Operating Systems [BS]

CSC-311 - Analysis & Design of Algorithms [BS]

CSC-414 - Artificial Intelligence [BS]

CSC-447 - Neural Networks [BS]

CSC-466 - Digital Image Processing [BS]

CSC-601 - Theory of Computation [MS]

CSC-652 - Advanced Analysis of Algorithms [MS]

CSC-826 - Pattern Recognition [MS/PhD]

CSC-869 - Advanced topics in Machine Learning [MS/PhD]

Publications (30)

A. Rehman, T. Sadad, T. Saba, A. Hussain, U. Tariq, Real-Time Diagnosis System of COVID-19 Using X-Ray Images and Deep Learning. IT Prof. 23(4): 57-62 (2021)

Journal 2021 DOI: 10.1109/mitp.2020.3042379

J. Khan, M. Fayaz, A. Hussain, S. Khalid, W. K. Mashwani, J. Gwak, An Improved Alpha Beta Filter Using a Deep Extreme Learning Machine. IEEE Access 9: 61548-61564 (2021)

Journal 2021 DOI: 10.1109/access.2021.3073876

M. Kashif, A. Hussain, A. Munir, A.B. Siddiqui, A.A. Abbasi, M. Akif, A.J. Malik, F.E. Alazemi and O.Y. Song, A Machine Learning Approach for Expression Detection in Healthcare Monitoring Systems, Computers, Materials & Continua,67(2): 2123-2139 (2021)

Journal 2021 DOI: 10.32604/cmc.2021.014782

M. Asad, A. Hussain, U. Mir, Low complexity hybrid holistic - landmark based approach for face recognition. Multim. Tools Appl. 80(20): 30199-30212 (2021)

Journal 2020 DOI: 10.1007/s11042-020-08872-z

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).

Journal 2020 DOI: 10.1016/j.sigpro.2019.107403

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)

Journal 2019 DOI: 10.1007/s11042-019-7221-4

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).

Journal 2019 DOI: 10.1109/access.2019.2926837

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).

Journal 2018 DOI: 10.1016/j.ijleo.2018.01.003

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).

Journal 2018 DOI: 10.1016/j.ipm.2017.09.004

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)

Journal 2018 DOI: 10.1007/s11042-018-6501-8

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)

Journal 2018 DOI: 10.1007/s10462-018-9662-y

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).

Journal 2018 DOI: 10.1016/j.jocs.2018.09.015

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).

Journal 2017 DOI: 10.1007/s11042-017-4757-z

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).

Journal 2017 DOI: 10.1109/access.2016.2608505

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)

Journal 2017 DOI: 10.1016/j.chb.2017.03.053

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).

Journal 2017 DOI: 10.1007/s11042-016-4324-z

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).

Journal 2017 DOI: 10.1007/s10586-017-0832-5

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).

Journal 2016 DOI: 10.1016/j.aeue.2016.02.005

M. Habib, A. Hussain, T. S. Choi, Adaptive Threshold based Fuzzy Directional Filter Design using Background Information, Applied Soft Computing, 29: 471-478 (2015).

Journal 2015 DOI: 10.1016/j.asoc.2015.01.010

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).

Journal 2015 DOI: 10.1007/s11760-014-0729-1

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).

Journal 2015 DOI: 10.1080/0952813x.2015.1020526

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).

Journal 2014 DOI: 10.1007/s11042-014-1867-8

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).

Journal 2014 DOI: 10.3233/ifs-141270

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).

Journal 2014 DOI: 10.1016/j.asoc.2014.03.006

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).

Journal 2012 DOI: 10.1007/s11042-012-1172-3

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).

Journal 2012 DOI: 10.1016/j.cmpb.2012.07.002

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).

Journal 2012 DOI: 10.1007/s10115-012-0549-y

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).

Journal 2012 DOI: 10.1007/s11042-012-1015-2

A. Hussain, S. M. Bhatti, M. A. Jaffar, Fuzzy based Impulse Noise Reduction Method. Multim. Tools Appl. 60(3): 551-571 (2012)

Journal 2011 DOI: 10.1007/s11042-011-0829-7

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).

Journal 2009 DOI: 10.1007/s10115-009-0225-z

Department of Computer SciencesQuaid-i-Azam University, Islamabad

Dr. Ayyaz Hussain

Professor

CSC-121 - Object Oriented Programming [BS]

CSC-211 - Data Structures [BS]

CSC-226 - Operating Systems [BS]

CSC-311 - Analysis & Design of Algorithms [BS]

CSC-414 - Artificial Intelligence [BS]

CSC-447 - Neural Networks [BS]

CSC-466 - Digital Image Processing [BS]

CSC-601 - Theory of Computation [MS]

CSC-652 - Advanced Analysis of Algorithms [MS]

CSC-826 - Pattern Recognition [MS/PhD]

CSC-869 - Advanced topics in Machine Learning [MS/PhD]

A. Rehman, T. Sadad, T. Saba, A. Hussain, U. Tariq, Real-Time Diagnosis System of COVID-19 Using X-Ray Images and Deep Learning. IT Prof. 23(4): 57-62 (2021)

J. Khan, M. Fayaz, A. Hussain, S. Khalid, W. K. Mashwani, J. Gwak, An Improved Alpha Beta Filter Using a Deep Extreme Learning Machine. IEEE Access 9: 61548-61564 (2021)

M. Kashif, A. Hussain, A. Munir, A.B. Siddiqui, A.A. Abbasi, M. Akif, A.J. Malik, F.E. Alazemi and O.Y. Song, A Machine Learning Approach for Expression Detection in Healthcare Monitoring Systems, Computers, Materials & Continua,67(2): 2123-2139 (2021)

M. Asad, A. Hussain, U. Mir, Low complexity hybrid holistic - landmark based approach for face recognition. Multim. Tools Appl. 80(20): 30199-30212 (2021)

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).

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)

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).

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).

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).

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)

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)

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).

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).

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).

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)

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).

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).

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).

M. Habib, A. Hussain, T. S. Choi, Adaptive Threshold based Fuzzy Directional Filter Design using Background Information, Applied Soft Computing, 29: 471-478 (2015).

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).

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).

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).

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).

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).

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).

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).

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).

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).

A. Hussain, S. M. Bhatti, M. A. Jaffar, Fuzzy based Impulse Noise Reduction Method. Multim. Tools Appl. 60(3): 551-571 (2012)

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).

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