publications

2025

1. NatSciRep

   An adaptive deep learning approach based on InBNFus and CNNDen-GRU networks for breast cancer and maternal fetal classification using ultrasound images

   M Fatima, M Attique Khan, Anwar M. Mirza, and 5 more authors

   Nature - Scientific Reports, 2025

   Impact Factor 3.9

   Abs DOI HTML

   

   Convolutional Neural Networks (CNNs), a sophisticated deep learning technique, have proven highly effective in identifying and classifying abnormalities related to various diseases. The manual classification of these is a hectic and time-consuming process; therefore, it is essential to develop a computerized technique. Most existing methods are designed to address a single specific problem, limiting their adaptability. In this work, we proposed a novel adaptive deep-learning framework for simultaneously classifying breast cancer and maternal-fetal ultrasound datasets. Data augmentation was applied in the preprocessing phase to address the data imbalance problem. After, two novel architectures are proposed: InBnFUS and CNNDen-GRU. The InBnFUS network combines 5-Blocks inception-based architecture (Model 1) and 5-Blocks inverted bottleneck-based architecture (Model 2) through a depth-wise concatenation layer, while CNNDen-GRU incorporates 5-Blocks dense architecture with an integrated GRU layer. Post-training features were extracted from the global average pooling and GRU layer and classified using neural network classifiers. The experimental evaluation achieved enhanced accuracy rates of 99.0% for breast cancer, 96.6% for maternal-fetal (common planes), and 94.6% for maternal-fetal (brain) datasets. Additionally, the models consistently achieve high precision, recall, and F1 scores across both datasets. A comprehensive ablation study has been performed, and the results show the superior performance of the proposed models.

2. BMCMedInfo

   A novel network-level fused deep learning architecture with shallow neural network classifier for gastrointestinal cancer classification from wireless capsule endoscopy images

   M Attique Khan, U Shafiq, A Hamza, and 5 more authors

   BMC Medical Informatics and Decision Making, 2025

   Impact Factor 3.8

   Abs DOI HTML

   

   Deep learning has significantly contributed to medical imaging and computer-aided diagnosis (CAD), providing accurate disease classification and diagnosis. However, challenges such as inter- and intra-class similarities, class imbalance, and computational inefficiencies due to numerous hyperparameters persist. This study aims to address these challenges by presenting a novel deep-learning framework for classifying and localizing gastrointestinal (GI) diseases from wireless capsule endoscopy (WCE) images. The proposed framework begins with dataset augmentation to enhance training robustness. Two novel architectures, Sparse Convolutional DenseNet201 with Self-Attention (SC-DSAN) and CNN-GRU, are fused at the network level using a depth concatenation layer, avoiding the computational costs of feature-level fusion. Bayesian Optimization (BO) is employed for dynamic hyperparameter tuning, and an Entropy-controlled Marine Predators Algorithm (EMPA) selects optimal features. These features are classified using a Shallow Wide Neural Network (SWNN) and traditional classifiers. Experimental evaluations on the Kvasir-V1 and Kvasir-V2 datasets demonstrate superior performance, achieving accuracies of 99.60% and 95.10%, respectively. The proposed framework offers improved accuracy, precision, and computational efficiency compared to state-of-the-art models. The proposed framework addresses key challenges in GI disease diagnosis, demonstrating its potential for accurate and efficient clinical applications. Future work will explore its adaptability to additional datasets and optimize its computational complexity for broader deployment.

2024

1. Machine Learning - With Applications in Computer Vision

   Anwar M. Mirza and Arfan Jaffar

   2024
2. An Introduction to Python Programming

   Anwar M. Mirza

   2024

2019

1. Malware Classification Using Deep Learning Based Feature Extraction And Wrapper Based Feature Selection Technique

   Muhammad Furqan Rafique, Muhammad Ali, Aqsa Saeed Qureshi, and 2 more authors

   arXiv preprint arXiv:1910.10958, 2019

2016

1. Multi-Denoising Based Impulse Noise Removal From Images Using Robust Statistical Features And Genetic Programming

   Syed Gibran Javed, Abdul Majid, Anwar M. Mirza, and 1 more author

   Multimedia Tools and Applications, 2016

   \textbfImpact Factor 3.6

   DOI

2014

1. Estimation Rician noise removal from MR images using novel adapted selective non-local filter

   Sultan Zia, Arfan Jaffar, Anwar M. Mirza, and 1 more author

   Multimedia Tools and Applications, 2014

   \textbfImpact Factor 3.6
2. Rician Noise Removal From MR Images Using Novel Adapted Selective Non-Local Means Filter

   Sultan Zia, M Arfan Jaffar, Anwar M. Mirza, and 1 more author

   Multimedia tools and applications, 2014

   \textbfImpact Factor 3.6
3. Estimation And Optimization Based Ill-Posed Inverse Restoration Using Fuzzy Logic

   Mohsin Bilal, Ayyaz Hussain, Muhammad Arfan Jaffar, and 2 more authors

   Multimedia tools and applications, 2014

   \textbfImpact Factor 3.6
4. Fully Automated Real Time Fatigue Detection Of Drivers Through Fuzzy Expert Systems

   Tayyaba Azim, M Arfan Jaffar, and Anwar M. Mirza

   Applied Soft Computing, 2014

   \textbfImpact Factor 8.7
5. Robust Face Recognition Using Computationally Efficient Features

   Sajid Ali Khan, Ayyaz Hussain, Muhammad Usman, and 3 more authors

   Journal of Intelligent & Fuzzy Systems, 2014

   \textbfImpact Factor 2.0

2013

1. Unsupervised Discovery of Visual Face Categories

   Shicay Yang, George Bebis, Muhammad Hussain, and 2 more authors

   International Journal on Artificial Intelligence Tools, 2013

   \textbfImpact Factor 1.059
2. Neuro Fuzzy And Punctual Kriging Based Filter For Image Restoration

   Asmatullah Chaudhry, Asifullah Khan, Anwar M. Mirza, and 3 more authors

   Applied Soft Computing, 2013

   \textbfImpact Factor 8.7
3. Unsupervised Discovery Of Visual Face Categories

   Shicai Yang, George Bebis, Muhammad Hussain, and 2 more authors

   International Journal on Artificial Intelligence Tools, 2013

   \textbfImpact Factor 1.059
4. A Robust Zero-Watermarking Algorithm For Copyright Protection Of Text Documents

   Zunera Jalil and Anwar M. Mirza

   Journal of the Chinese Institute of Engineers, 2013

   \textbfImpact Factor 2.3
5. Machine Learning And Directional Switching Median-Based Filter For Highly Corrupted Images

   Sohail Masood, Ayyaz Hussain, M Arfan Jaffar, and 2 more authors

   Knowledge and information systems, 2013

   \textbfImpact Factor 3.3
6. Gender Recognition Using Nonsubsampled Contourlet Transform And WLD Descriptor

   Muhammad Hussain, Sarah Al-Otaibi, Ghulam Muhammad, and 3 more authors

   In Scandinavian Conference on Image Analysis, 2013
7. Gender Recognition Using Fusion Of Local And Global Facial Features

   Anwar M. Mirza, Muhammad Hussain, Huda Almuzaini, and 3 more authors

   In International Symposium on Visual Computing, Crete, Greece, Jul 2013

   DOI
8. Category Specific Face Recognition Based On Gender

   Taghreed Alamri, Muhammad Hussain, Hatim Aboalsamh, and 3 more authors

   In 2013 International Conference on Information Science and Applications (ICISA), Jul 2013
9. Gender Recognition From Faces Using Bandlet And Local Binary Patterns

   Faten A. Alomar, Ghulam Muhammad, Hatim Aboalsamh, and 3 more authors

   In 2013 20th International Conference on Systems, Signals and Image Processing (IWSSIP), Jul 2013
10. Copy Move Image Forgery Detection Method Using Steerable Pyramid Transform And Texture Descriptor

    Ghulam Muhammad, Muneer H Al-Hammadi, Muhammad Hussain, and 2 more authors

    In Eurocon 2013, Jul 2013
11. Image Forgery Detection Using Multi-Resolution Weber Local Descriptors

    Muhammad Hussain, Ghulam Muhammad, Sahar Q Saleh, and 2 more authors

    In Eurocon 2013, Jul 2013
12. Gender Recognition From Face Images With Dyadic Wavelet Transform And Local Binary Pattern

    Muhammad Hussain, Ihsan Ullah, Hatim A Aboalsamh, and 3 more authors

    International Journal on Artificial Intelligence Tools, Jul 2013

    \textbfImpact Factor 1.059
13. Gender Recognition Using Fusion Of Local And Global Facial Features

    Anwar M. Mirza, Muhammad Hussain, Huda Almuzaini, and 3 more authors

    In Lecture Notes in Computer Science (LNCS), Jul 2013

    \textbfImpact Factor 0.9
14. Gender Recognition Using Nonsubsampled Contourlet Transform And WLD Descriptor

    Muhammad Hussain, Sarah Al-Otaibi, Ghulam Muhammad, and 3 more authors

    In Lecture Notes in Computer Science (LNCS), Jul 2013

    \textbfImpact Factor 0.9
15. Category Specific Face Recognition

    M. Hussain, George Bebis, Ghulam Muhammad, and 1 more author

    , Riyadh, Saudi Arabia, Jul 2013

    Report No. 10-INF1044-02

2012

1. Genetic Multi-View Gender Classification Using Hybrid Transformed Features

   Muhammad Nazir and Anwar M. Mirza

   Multimedia Tools and Applications, Jul 2012

   \textbfImpact Factor 3.6
2. Race Classification From Face Images Using Local Descriptors

   Ghulam Muhammad, Muhammad Hussain, Fatmah Alenezy, and 3 more authors

   International Journal on Artificial Intelligence Tools, Jul 2012

   \textbfImpact Factor 1.059
3. Digital Image Watermarking Using Multilevel Wavelet Decomposition And Human Visual System

   Zahoor Jan, Muhammad Khalid, Anwar M. Mirza, and 4 more authors

   In 2012 International Conference on Information Science and Applications, Jul 2012
4. Race Recognition From Face Images Using Weber Local Descriptor

   Ghulam Muhammad, Muhammad Hussain, Fatimah Alenezy, and 3 more authors

   In 2012 19th International Conference on Systems, Signals and Image Processing (IWSSIP), Jul 2012
5. Gender Recognition From Face Images With Local WLD Descriptor

   Ihsan Ullah, Muhammad Hussain, Ghulam Muhammad, and 3 more authors

   In 2012 19th international conference on systems, signals and image processing (IWSSIP), Jul 2012
6. Race Recognition Using Local Descriptors

   Ghulam Muhammad, Muhammad Hussain, Fatmah Alenezy, and 3 more authors

   In 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jul 2012
7. Dyadic Wavelets And DCT Based Blind Copy-Move Image Forgery Detection

   Ghulam Muhammad, Muhammad Hussain, Anwar M. Mirza, and 1 more author

   In IET Conference on Image Processing (IPR 2012), Jul 2012
8. Anisotropic Diffusion Based Brain MRI Segmentation And 3D Reconstruction

   M Arfan Jaffar, Sultan Zia, Ghaznafar Latif, and 4 more authors

   International Journal of Computational Intelligence Systems, Jul 2012

   \textbfImpact Factor 2.9
9. Gender Recognition From Face Images With Dyadic Wavelet Transform And Local Binary Pattern

   Ihsan Ullah, Muhammad Hussain, Hatim Aboalsamh, and 3 more authors

   In International Symposium on Visual Computing, Jul 2012
10. Multi-View Gender Classification Using Hybrid Transformed

    Muhammad Nazir and Anwar M. Mirza

    International Journal of Multimedia and Ubiquitous Engineering, Jul 2012
11. Genetic Programming-Based Perceptual Shaping Of A Digital Watermark In The Wavelet Domain Using Morton Scanning

    Zahoor Jan and Anwar M. Mirza

    Journal of the Chinese Institute of Engineers, Jul 2012

    \textbfImpact Factor 2.3
12. Copy-Move Image Forgery Detection Using Multi-Resolution Weber Descriptors

    Muhammad Hussain, Ghulam Muhammad, Sahar Q Saleh, and 2 more authors

    In 2012 Eighth International Conference on Signal Image Technology and Internet Based Systems, Jul 2012
13. A Multi-Focus Image Fusion Classifier

    Abdul Basit Siddiqui, Muhammad Rashid, M Arfan Jaffar, and 2 more authors

    International Information Institute (Tokyo). Information, Jul 2012
14. Gender Recognition From Face Images With Dyadic Wavelet Transform And Local Binary Pattern

    Ihsan Ullah, Muhammad Hussain, Hatim Aboalsamh, and 3 more authors

    In Lecture Notes in Computer Science (LNCS) - Advances in Visual Computing, Jul 2012

    \textbfImpact Factor 0.9

2011

1. Lungs Segmentation and Nodule Detection using Machine Learning: Medical Image Segmentation and Classification using Machine Learning

   Arfan Jaffar, Anwar M. Mirza, and Tae Sun Choi

   Jul 2011
2. Efficient Gender Classification Using Optimization of Hybrid Classifiers Using Genetic Algorithms

   Muhammad Nazir, Arfan Jaffar, Ayyaz Hussain, and 1 more author

   International Journal of Innovative Computing, Information and Control, Jul 2011

   \textbfImpact Factor 1.431
3. A Novel Text Watermarking Algorithm Using Image Watermark

   Zunera Jalil, M Arfan Jaffar, and Anwar M. Mirza

   International Journal of Innovative Computing, Information and Control, Jul 2011

   \textbfImpact Factor 1.431
4. Robust And Imperceptible Image Watermarking Using Full Counter Propagation Neural Networks

   Summrina Kanwal Wajid, M Arfan Jaffar, Wajid Rasul, and 1 more author

   In 2009 International Conference on Machine Learning and Computing, IPCSIT, Jul 2011
5. Genetic Fuzzy Based Automatic Lungs Segmentation From CT Scans Images

   M Arfan Jaffar, Amjad Iqbal, Ayyaz Hussain, and 2 more authors

   Int J Innov Comput Inf Control, Jul 2011
6. Feature Classification For Multi-Focus Image Fusion

   Abdul Basit Siddiqui, Muhammad Rashid, M Arfan Jaffar, and 2 more authors

   International Journal of Physical Sciences, Jul 2011

   \textbfImpact Factor 0.3
7. Block-Based Pixel Level Multi-Focus Image Fusion Using Particle Swarm Optimization

   Abdul Basit Siddiqui, M Arfan Jaffar, Ayyaz Hussain, and 1 more author

   Int J Innov Comput Inf Control, Jul 2011

   \textbfImpact Factor 1.431
8. Fuzzy Random Impulse Noise Reduction Technique Based On Statistical Estimators

   Sohail Masood, Ayyaz Hussain, M Arfan Jaffar, and 2 more authors

   International Journal of Innovative Computing, Information and Control, Jul 2011

   \textbfImpact Factor 1.431
9. Efficient Gender Classification Using Optimization Of Hybrid Classifiers Using Genetic Algorithm

   Muhammad Nazir, M Arfan Jaffar, Ayaz Hussain, and 1 more author

   International Journal of Innovative Computing, Information and Control, Jul 2011

   \textbfImpact Factor 1.431
10. Wavelet-Based Color Image Segmentation Using Self-Organizing Map Neural Network

    M Arfan Jaffar, Muhammad Ishtiaq, Ayyaz Hussain, and 1 more author

    In International Conference on Computer Engineering and Applications IPCSIT, Jul 2011
11. Analysis Of Classification Model And Feature Subset Selection

    Muhammad A Khan and Anwar M. Mirza

    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, Jul 2011
12. A Subspace Ensemble Based Data Dependent Binary Classification Model

    Muhammad A Khan and Anwar M. Mirza

    International Journal of Physical Sciences, Jul 2011

    \textbfImpact Factor 0.3

2010

1. Real Time Fatigue Detection of Drivers Through Eye Closure Duration and Yawning Analysis

   Tayyaba Azim, Arfan Jaffar, and Anwar M. Mirza

   ICIC Express Letters, Jul 2010
2. Automatic Fatigue Detection of Drivers Through Real Time Eye Tracking

   Tayyaba Azim, Arfan Jaffar, and Anwar M. Mirza

   ICIC Express Letters, Jul 2010
3. Feature Selection For Efficient Gender Classification

   M Nazir, Muhammad Ishtiaq, Anab Batool, and 2 more authors

   In Proceedings of the 11th WSEAS international conference, Jul 2010
4. Fuzzy Entropy Based Optimization Of Clusters For The Segmentation Of Lungs In CT Scanned Images

   M Arfan Jaffar, Ayyaz Hussain, and Anwar M. Mirza

   Knowledge and Information Systems, Jul 2010

   \textbfImpact Factor 3.3
5. A Hybrid Image Restoration Approach: Fuzzy Logic And Directional Weighted Median Based Uniform Impulse Noise Removal

   Ayyaz Hussain, M Arfan Jaffar, and Anwar M. Mirza

   Knowledge and Information Systems, Jul 2010

   \textbfImpact Factor 3.3
6. Classification And Segmentation Of Brain Tumor Using Texture Analysis

   Ghazanfar Latif Qurat-Ul-Ain, Sidra Batool Kazmi, M Arfan Jaffar, and 1 more author

   Recent Advances in Artificial Intelligence, Knowledge Engineering and Databases, Jul 2010
7. Content Based Zero-Watermarking Algorithm For Authentication Of Text Documents

   Zunera Jalil, Anwar M. Mirza, and Maria Sabir

   arXiv preprint arXiv:1003.1796, Jul 2010
8. Lattice Constant Prediction Of Cubic And Monoclinic Perovskites Using Neural Networks And Support Vector Regression

   Abdul Majid, Asifullah Khan, Gibran Javed, and 1 more author

   Computational materials science, Jul 2010

   \textbfImpact Factor 3.3
9. Adaptive Digital Watermarking Of Images Using Genetic Algorithm

   Bushra Sikander, Muhammad Ishtiaq, M Arfan Jaffar, and 2 more authors

   In 2010 International Conference on Information Science and Applications, Jul 2010
10. Directional Weighted Median Based Fuzzy Filter For Random-Valued Impulse Noise Removal

    Ayyaz Hussain, M Arfan Jaffar, Zia Ul-Qayyum, and 1 more author

    Icic International C2010 Issn, Jul 2010
11. Random-Valued Impulse Noise Removal Using Fuzzy Logic

    Ayyaz Hussain, M Arfan Jaffar, and Anwar M. Mirza

    International Journal of Innovative Computing, Information and Control, Jul 2010

    \textbfImpact Factor 1.431
12. Text Watermarking Using Combined Image-Plus-Text Watermark

    Zunera Jalil and Anwar M. Mirza

    In 2010 Second International Workshop on Education Technology and Computer Science, Jul 2010
13. Block-Based Feature-Level Multi-Focus Image Fusion

    Abdul Basit Siddiqui, M Arfan Jaffar, Ayyaz Hussain, and 1 more author

    In 2010 5th International Conference on Future Information Technology, Jul 2010
14. Galerkin’s Finite Element Formulation Of The Second-Order Boundary-Value Problems

    Shaukat Iqbal, Anwar M. Mirza, and Ikram A. Tirmizi

    International Journal of Computer Mathematics, Jul 2010

    \textbfImpact Factor 1.8
15. A Zero Text Watermarking Algorithm Based On Non-Vowel ASCII Characters

    Zunera Jalil, Hamza Aziz, Saad Bin Shahid, and 2 more authors

    In 2010 International Conference on Educational and Information Technology, Jul 2010
16. Word Length Based Zero-Watermarking Algorithm For Tamper Detection In Text Documents

    Zunera Jalil, Anwar M. Mirza, and Hajira Jabeen

    In 2010 2nd International Conference on Computer Engineering and Technology, Jul 2010
17. Image Restoration Using Modified Hopfield Fuzzy Regularization Method

    Mohsin Bilal, Muhammad Sharif, M Arfan Jaffar, and 2 more authors

    In 2010 5th International Conference on Future Information Technology, Jul 2010
18. Performance Of Machine Learning Techniques In Protein Fold Recognition Problem

    Muhammad Asif Khan, Muhammad A Khan, Zahoor Jan, and 2 more authors

    In 2010 International Conference on Information Science and Applications, Jul 2010
19. A Zero-Watermarking Algorithm For Text Documents Based On Structural Components

    Zunera Jalil, Anwar M. Mirza, and Tahir Iqbal

    In 2010 International Conference on Information and Emerging Technologies, Jul 2010
20. Optimization Of Ensemble Based Decision Using PSO

    Asma Kausar, M Ishtiaq, M Arfan Jaffar, and 1 more author

    In Proceedings of the World Congress on Engineering, Jul 2010
21. Fuzzy Clustering And Fuzzy Entropy Based Classification Model

    Muhammad A Khan, Muhammad Nazir, Arfan Jaffar, and 1 more author

    In 2010 6th International Conference on Emerging Technologies (ICET), Jul 2010
22. Fuzzy Wavelet-Based Color Image Segmentation Using Self-Organizing Neural Network

    M Arfan Jaffar, Muhammad Ishtiaq, Bilal Ahmed, and 3 more authors

    International Journal of Innovative Computing, Information and Control, Jul 2010

    \textbfImpact Factor 1.431
23. An Invisible Text Watermarking Algorithm Using Image Watermark

    Zunera Jalil and Anwar M. Mirza

    In Innovations in computing sciences and software engineering, Jul 2010
24. Energy Based Coefficient Selection For Digital Watermarking In Wavelet Domain

    Fouzia Jabeen, Zahoor Jan, M Arfan Jaffar, and 1 more author

    In Communications in Computer and Information Sciences – Information Computing and Applications, CCIS, Jul 2010
25. Computational Intelligence Based Digital Watermarking

    Asma Ahmad and Anwar M. Mirza

    In Computational Techniques and Algorithms in Image Processing – Edited by S Ramakrishnan and Ibrahiem M. M.El Emary, Jul 2010
26. Limitations of Lung Segmentation Techniques

    Nisar A. Memon, Anwar M. Mirza, and S.A.M. Gilani

    In Lecture Notes in Electrical Engineering (LNEE), Jul 2010

    \textbfImpact Factor 0.299

2009

1. Impulse Noise Removal Using Robust Statistical Estimators and Fuzzy Logic

   Ayyaz Hussain, Arfan Jaffar, Fauzia Jabeen, and 1 more author

   ICIC Express Letters, Jul 2009
2. 3D Lungs Nodule Detection and Classification

   Arfan Jaffar, Ayyaz Hussain, Fauzia Jabeen, and 1 more author

   ICIC Express Letters, Jul 2009
3. Color Video Segmentation Using Fuzzy C-Mean Clustering With Spatial Information

   Arfan Jaffar, Bilal Ahmed, Nawazish Naveed, and 2 more authors

   WSEAS Transactions on Signal Processing, Jul 2009
4. Detail Preserving Fuzzy Filter For Impulse Noise Removal

   Ayyaz Hussain, M Arfan Jaffar, Anwar M. Mirza, and 1 more author

   International Journal of Innovative Computing, Information and Control, Jul 2009

   \textbfImpact Factor 1.431
5. Fuzzy Entropy And Morphology Based Fully Automated Segmentation Of Lungs From CT Scan Images

   M Arfan Jaffar, Ayyaz Hussain, Anwar M. Mirza, and 1 more author

   International Journal of Innovative Computing, Information and Control, Jul 2009

   \textbfImpact Factor 1.431
6. Multi Domain Features Based Classification Of Mammogram Images Using SVM And MLP

   M Arfan Jaffar, Bilal Ahmed, Ayyaz Hussain, and 3 more authors

   In 2009 Fourth International Conference on Innovative Computing, Information and Control (ICICIC), Jul 2009
7. Fuzzy C-Means Clustering With Spatial Information For Color Image Segmentation

   M Arfan Jaffar, Nawazish Naveed, Bilal Ahmed, and 2 more authors

   In 2009 Third International Conference on Electrical Engineering (IDEE2009), Lahore, Pakistan, Apr 2009
8. A Review Of Digital Watermarking Techniques For Text Documents

   Zunera Jalil and Anwar M. Mirza

   In 2009 International Conference on Information and Multimedia Technology, Apr 2009
9. Robust And Imperceptible Watermarking Of Video Streams For Low Power Devices

   Muhammad Ishtiaq, M Arfan Jaffar, Muhammad A Khan, and 2 more authors

   In International Conference on Signal Processing, Image Processing, and Pattern Recognition, Apr 2009
10. Automatic Fatigue Detection Of Drivers Through Yawning Analysis

    Tayyaba Azim, M Arfan Jaffar, Muhammad Ramzan, and 1 more author

    In International Conference on Signal Processing, Image Processing, and Pattern Recognition, Apr 2009
11. Modified Histogram Based Fuzzy Filter

    Ayyaz Hussain, M Arfan Jaffar, Abdul Basit Siddiqui, and 2 more authors

    In International Conference on Computer Vision/Computer Graphics Collaboration Techniques and Applications, Apr 2009
12. Performance Analysis Of Classifier Fusion Model With Minimum Feature Subset And Rotation Of The Dataset

    Muhammad A Khan, Zahoor Jan, and Anwar M. Mirza

    In 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery, Apr 2009
13. Automatic Fatigue Detection Of Drivers Through Pupil Detection And Yawning Analysis

    Tayyaba Azim, M Arfan Jaffar, and Anwar M. Mirza

    In 2009 fourth international conference on innovative computing, information and control (ICICIC), Apr 2009
14. Color Video Segmentation Using Fuzzy C-Mean Clustering With Spatial Information

    M Arfan Jaffar, Bilal Ahmed, Nawazish Naveed, and 2 more authors

    In WSEAS International Conference. Proceedings. Mathematics and Computers in Science and Engineering, Istanbul, Turkey, May 2009
15. Automatic Fatigue Detection Of Drivers Through Real Time Eye Tracking

    Tayyaba Azim, M Arfan Jaffar, and Anwar M. Mirza

    In Proc. International Symposium on Management Engineering (ISME), May 2009
16. An Intelligent Ensemble Based Systems For Breast Cancer Diagnosis

    M Arfan Jaffar, Zeshan Hayder, Ayyaz Hussain, and 1 more author

    In Proceedings of the 2009 International Conference on Computer Engineering and Applications, Manila, Philippine, May 2009
17. Wavelet Based Video Segmentation Using Self Organizing Map Neural Network

    Muhammad Ishtiaq, Arfan Jaffar, Ayaz Hussain, and 2 more authors

    In 2009 International Association of Computer Science and Information Technology (IACSIT)-Spring Conference, Singapore, Apr 2009
18. Automatic Skin Detection In Luminance Images Using Threshold Technique

    Tayyaba Azim, Arfan Jaffar, and Anwar M. Mirza

    In Proceedings of International Conference on Computer Engineering and Applications (ICCEA 2009), Apr 2009
19. Fuzzy Curvelet Based Fully Automated Segmentation Of Brain From MR Images

    M Arfan Jaffar, Sohail Masood, Amjad Iqbal, and 3 more authors

    In 2009 2nd International Conference on Computer Science and its Applications, Apr 2009
20. Selection Of Accurate And Robust Classification Model For Binary Classification Problems

    Muhammad A Khan, Zahoor Jan, Muhammad Ishtiaq, and 2 more authors

    In International Conference on Signal Processing, Image Processing, and Pattern Recognition, Apr 2009
21. Lungs Nodule Detection By Using Fuzzy Morphology From CT Scan Images

    M Arfan Jaffar, Ayyaz Hussain, and Anwar M. Mirza

    In 2009 International Association of Computer Science and Information Technology-Spring Conference, Apr 2009
22. Limitations Of Lung Segmentation Techniques

    Nisar Ahmed Memon, Anwar M. Mirza, and SAM Gilani

    In Proceedings of the European Computing Conference, Apr 2009
23. GA-SVM Based Lungs Nodule Detection And Classification

    M Arfan Jaffar, Ayyaz Hussain, Fauzia Jabeen, and 2 more authors

    In International Conference on Signal Processing, Image Processing, and Pattern Recognition, Apr 2009
24. Fusion Of Linear And Non-Linear Image Restoration Filters Using Genetic Programming

    Asmatullah Chaudhry, Anwar M. Mirza, and Nisar A Memon

    Mehran Univ. Research Journal of Engineering and Technology (Pakistan), Apr 2009
25. GA-SVM Based Lungs Nodule Detection and Classification

    M. Arfan Jaffar, Ayyaz Hussain, Fauzia Jabeen, and 2 more authors

    In Signal Processing, Image Processing and Pattern Recognition, Apr 2009
26. Selection of Accurate and Robust Classification Model for Binary Classification Problems

    Muhammad A. Khan, Zahoor Jan, M. Ishtiaq, and 2 more authors

    In Signal Processing, Image Processing and Pattern Recognition, Apr 2009
27. Robust and Imperceptible Watermarking of Video Streams for Low Power Devices, Signal Processing

    M. Ishtiaq, M. Arfan Jaffar, Zahoor Jan, and 1 more author

    In Signal Processing, Image Processing and Pattern Recognition, Apr 2009
28. Automatic Fatigue Detection of Drivers through Yawning Analysis

    Tayyaba Azim, M. Arfan Jaffar, M. Ramzan, and 1 more author

    In Signal Processing, Image Processing and Pattern Recognition, Apr 2009
29. Modified Histogram Based Fuzzy Filter

    Ayyaz Hussain, M. Arfan Jaffar, Abdul Basit Siddiqui, and 2 more authors

    In Lecture Notes in Computer Science (LNCS), Apr 2009

    \textbfImpact Factor 0.9

2008

1. Fuzzy Entropy And Morphology Based Fully Automated Segmentation Of Lungs From CT Scan Images

   M Arfan Jaffar, Ayyaz Hussain, Anwar M. Mirza, and 1 more author

   In International Symposium on Intelligent Informatics (ISII2008), Kumamoto, Japan, Dec 2008
2. Detail Preserving Fuzzy Filters For Impulse Noise Removal

   Ayyaz Hussain, M Arfan Jaffar, Anwar M. Mirza, and 1 more author

   In International Symposium on Intelligent Informatics (ISII2008), Kumamoto, Japan, Dec 2008
3. Seasonal To Inter-Annual Climate Prediction Using Data Mining KNN Technique

   Zahoor Jan, Muhammad Abrar, Shariq Bashir, and 1 more author

   In International Multi Topic Conference, Dec 2008
4. GA And Morphology Based Automated Segmentation Of Lungs From Ct Scan Images

   M Arfan Jaffar, Ayyaz Hussain, Muhammad Nazir, and 2 more authors

   In 2008 International Conference on Computational Intelligence for Modelling Control & Automation, Vienna, Austria, Dec 2008
5. An Amalgamation Of Linear And Non-Linear Image Restoration Filters Using Genetic Programming

   Asmatullah Chaudhry, Rafiullah Chamlwai, Asifullah Khan, and 1 more author

   In Proceedings of the Fifth International Conference on Computer Science (ICCS 2008), Rome, Italy, Apr 2008
6. Deficiencies Of Lung Segmentation Techniques Using CT Scan Images For CAD

   Nisar Ahmed Memon, Anwar M. Mirza, and SAM Gilani

   International Journal of Computer and Information Engineering, Apr 2008
7. Seasonal to Inter-annual Climate Prediction using Data Mining Technique

   Zahoor Jan, M. Abrar, Shariq Bashir, and 1 more author

   In Wireless Networks, Information Processing and Systems , Apr 2008

2007

1. Genetic Perceptual Shaping: Utilizing Cover Image And Conceivable Attack Information During Watermark Embedding

   Asifullah Khan and Anwar M. Mirza

   Information fusion, Apr 2007

   \textbfImpact Factor 18.6
2. Lattice Constant Prediction Of Orthorhombic ABO3 Perovskites Using Support Vector Machines

   Syed Gibran Javed, Asifullah Khan, Abdul Majid, and 2 more authors

   Computational Materials Science, Apr 2007

   \textbfImpact Factor 3.3
3. Spatially Adaptive Image Restoration Using Fuzzy Punctual Kriging

   Anwar M. Mirza, Asmatullah Chaudhry, and Badre Munir

   Journal of Computer Science and Technology, Apr 2007

   \textbfImpact Factor 1.9
4. A Hybrid Image Restoration Approach: Using Fuzzy Punctual Kriging And Genetic Programming

   Asmatullah Chaudhry, Asifullah Khan, Asad Ali, and 1 more author

   International Journal of Imaging Systems and Technology, Apr 2007

   \textbfImpact Factor 3.3
5. Finite Element Investigations For The Construction Of Composite Solutions Of Even-Parity Transport Equation

   Anwar M. Mirza and Shaukat Iqbal

   Applied Sciences, Apr 2007

   \textbfImpact Factor 2.7
6. Effect Of Neighbourhood Size On Negative Weights In Punctual Kriging Based Image Restoration

   Asmatullah Chaudhry and Anwar M. Mirza

   International Journal of Applied Mathematics and Computer Sciences, Apr 2007

   \textbfImpact Factor 2.157
7. A Spatially Adaptive Grid-Refinement Approach For The Finite Element Solution Of The Even-Parity Boltzmann Transport Equation

   Anwar M. Mirza, Shaukat Iqbal, and Faizur Rahman

   Annals of Nuclear Energy, Apr 2007

   \textbfImpact Factor 1.9
8. Pixel & Feature Level Multiresolution Image Fusion Based on Fuzzy Logic

   Bushra Kayani, Anwar M. Mirza, Ajmal Bangash, and 1 more author

   In Innovations and Advanced Techniques in Computer and Information Sciences and Engineering, T. Sobh (Ed.), Apr 2007

2006

1. Combination Of Support Vector Machines Using Genetic Programming

   Abdul Majid, Asifullah Khan, and Anwar M. Mirza

   International Journal of Hybrid Intelligent Systems, Apr 2006

   \textbfImpact Factor 0.9
2. Segmentation Of Lungs From CT Scan Images For Early Diagnosis Of Lung Cancer

   Nisar Ahmed Memon, Anwar M. Mirza, and SAM Gilani

   In Proceedings of world academy of science, engineering and technology, Apr 2006
3. Intelligent Perceptual Shaping Of A Digital Watermark: Exploiting Characteristics Of Human Visual System

   Asifullah Khan, Anwar M. Mirza, and Abdul Majid

   International Journal of Knowledge-Based and Intelligent Engineering Systems, Apr 2006

   \textbfImpact Factor 0.7
4. Pixel And Feature Level Multiresolution Image Fusion Based On Fuzzy Logic

   Bushra Kayani, Ajmal Bangash, and Anwar M. Mirza

   In Proceeding of International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CIS2E 06), Bridgeport, USA, Dec 2006
5. Distortion Estimation In Digital Image Watermarking Using Genetic Programming

   Labiba Gilani, Asifullah Khan, and Anwar M. Mirza

   International Journal of Applied Mathematics and Computer Sciences, Dec 2006

   \textbfImpact Factor 2.157
6. Enhancing Contrast Of Compressed Images: Reducing Block Artifacts Adaptively

   Asmatullah Chaudhry, Kashif Iqbal, Asifullah Khan, and 1 more author

   In Proceedings of INMIC 2006 - IEEE International Multitopic Conference, Islamabad, Pakistan, Dec 2006
7. Multi-Sensor Image Fusion For Effective Night Vision Through Contourlet Transform And KPCA And Mutual Information

   Anwar-Ul-Haq, Muhammad Asad, Muhammad Asif, and 1 more author

   In Proceedings of the 6th WSEAS international conference on Wavelet analysis & multirate systems, Dec 2006
8. FPGA Implementation Of A Neural Network For Character Recognition

   Farrukh A Khan, Momin Uppal, Wang-Cheol Song, and 2 more authors

   In 3rd International Symposium on Neural Networks, Chengdu, China, May 2006
9. Multi-Sensor Image Fusion For Effective Night Vision Through Contourlet Transform And KPCA And Mutual Information

   Muhammad Anwar-ul-Haq, Muhammad Asif, and Anwar M. Mirza

   In Proceedings of the 6th WSEAS International Conference on Wavelet Analysis & Multirate Systems (WAMUS06), Bucharest, Romania, Oct 2006
10. Improvement On Prim’s MST Based Algorithm Using Multi-Element Heap Nodes

    M Uzair, Anwar M. Mirza, and Nisar A. Memon

    MEHRAN UNIVERSITY RESEARCH JOURNAL OF ENGINEERING AND TECHNOLOGY, Oct 2006
11. Image Authenticity And Perceptual Optimization Via Genetic Algorithm And A Dependence Neighborhood

    Imran Usman, Asifullah Khan, and Anwar M. Mirza

    In 3rd CIIT Workshop on Research in Computing – (CWRC-2006), Islamabad, Pakistan, Apr 2006
12. FPGA Implementation of a Neural Network for Character Recognition

    Farrukh A. Khan, Momin Uppal, Wang-Cheol Song, and 2 more authors

    In Lecture Notes in Computer Science (LNCS) – Advances in Neural Networks, Apr 2006

    \textbfImpact Factor 0.9

2005

1. Combination And Optimization Of Classifiers In Gender Classification Using Genetic Programming

   Asifullah Khan, Abdul Majid, and Anwar M. Mirza

   International Journal of Knowledge-based and Intelligent Engineering Systems, Apr 2005

   \textbfImpact Factor 0.7
2. Intelligent Combination Of Kernels Information For Improved Classification

   Abdul Majid, Asifullah Khan, and Anwar M. Mirza

   In International Conference on Machine Learning and Applications (ICMLA’05), Apr 2005
3. AN OPTIMIZED IMAGE FUSION ALGORITHM FOR NIGHT-TIME SURVEILLANCE AND NAVIGATION

   Anwar M. Mirza, Sajid Qamar, and Anwaar-ul Haq

   In Proceedings of the IEEE Symposium on Emerging Technologies, 2005., Apr 2005
4. Support Vector Machine Based Intelligent Watermark Decoding For Anticipated Attack

   Syed Fahad Tahir, Asifullah Khan, Abdul Majid, and 1 more author

   International Journal of applied Mathematics and Computer Sciences, Apr 2005

   \textbfImpact Factor 2.157
5. Combining Nearest Neighborhood Classifiers Using Genetic Programming

   Abdul Majid, Asifullah Khan, and Anwar M. Mirza

   In 2005 Pakistan Section Multitopic Conference, Apr 2005
6. A Structural Similarity Based Image Fusion Algorithm For Night Vision Applications

   Anwaar-ul-Haq, Adnan Idris, Anwar M. Mirza, and 1 more author

   In Proceedings of 12th International Workshop on Systems, Signals and Image Processing (IWSSIP-2005), Chalkida, Greece, Sep 2005
7. A Novel Image Fusion Algorithm Based On Kernel-PCA, DWT And Structural Similarity

   Anwaar-ul-Haq, Anwar M. Mirza, and Sajid Qamar

   In Proceedings of International Conference on Visualization, Imaging and Image Processing (VIIP-2005), Benidorm, Spain, Sep 2005
8. An Optimized Image Fusion Algorithm For Night-Time Surveillance And Navigation

   Anwaar-ul-Haq, Anwar M. Mirza, and Sajid Qamar

   In International Conference on Emerging Technologies (IEEE – ICET 2005), Islamabad, Pakistan, Sep 2005
9. A Novel Image Fusion Algorithm Based On Kernel-PCA, DWT And Structural Similarity

   Anwaar Ulhaq, Anwar M. Mirza, and Sajid Qamar

   In Proceedings: IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP 2005), Sep 2005
10. Combination Of Nearest Neighborhood Classifiers Using Genetic Programming,

    Abdul Majid, Asifullah Khan, and Anwar M. Mirza

    In Proceedings of INMIC 2005 – International Multi Topic Conference held at KIIT, Karachi, Pakistan, Dec 2005
11. Combining Fuzzy Logic and Kriging for Image Enhancement

    Anwar M. Mirza and Badre Munir

    In Computational Intelligence, Theory and Applications, Dec 2005

2004

1. Automatic Visual Masking of a Digital Watermark Using Genetic Programming

   Asifullah Khan, Anwar M. Mirza, and Abdul Majid

   Iranian Journal of ElectricalL And Computer Engineering (IJECE), Dec 2004
2. Optimizing Perceptual Shaping Of A Digital Watermark Using Genetic Programming

   Khan Asifullah, Anwar M. Mirza, and Majid Abdul

   IRANIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING (IJECE), Dec 2004
3. Improving Performance Of Nearest Neighborhood Classifier Using Genetic Programming

   Abdul Majid, Asifullah Khan, and Anwar M. Mirza

   In International Conference on Machine Learning and Applications (ICMLA’05), Louisville, KY, USA, Dec 2004
4. Improving Performance Of Nearest Neighborhood Classifier Using Genetic Programming

   Abdul Majid, Asifullah Khan, and Anwar M. Mirza

   In 2004 International Conference on Machine Learning and Applications, 2004. Proceedings., Dec 2004
5. N-Layered Dependency Problems Through Hybrid Genetic Algorithms

   Umer Zeeshan Ijaz, Anwar M. Mirza, and Mohammad Mehboob Yasin

   In Proceedings of the 8th Joint Symposium of Cheju National University Korea and Nagasaki University Japan (JSST 2004), Jun 2004
6. Implementation Of Neural Network For Character Recognition In Field Programmable Gate Arrays (Fpgas)

   Farrukh A. Khan, Anwar M. Mirza, and Momin A. Uppal

   In Proceedings of the 8th Joint Symposium of Cheju National University Korea and Nagasaki University Japan (JSST 2004), Jun 2004
7. A Structural Similarity Based Image Fusion Algorithm For Night Vision Applications

   Anwaar-ul-Haq, Adnan Idris, Anwar M. MIRZA, and 1 more author

   In IWSSIP 2005 (Proceedings of 12th international workshop on systems, signals & image processing), Jun 2004
8. Combining Fuzzy Logic And Kriging For Image Enhancement

   Anwar M. Mirza and Badre Munir

   In Proceedings of 8th Fuzzy Days, Dartmund, Germany, Oct 2004

2003

1. Gender Classification Using Discrete Cosine Transformation: A Comparison Of Different Classifiers

   Abdul Majid, Asifullah Khan, and Anwar M. Mirza

   In 7th International Multi Topic Conference, 2003. INMIC 2003., Oct 2003
2. Blind Image Restoration Using Multilayer Backpropagator

   Anwar M. Mirza, Asifullah Khan, and Asmatullah Chaudhary

   In 7th International Multi Topic Conference, 2003. INMIC 2003., Oct 2003
3. Optimizing ROC Curves Using Genetic Programming

   Asifullah Khan, Syed Afaq Hussain, Anwar M. Mirza, and 1 more author

   In Proceedings of TechCom 2003, Karachi, Pakistan, Apr 2003

2002

1. A High Performance Image Enhancement System For X-Ray Images

   Nadeem Iqbal and Anwar M. Mirza

   In Proceedings of INMIC 2002 – International Multi Topic Conference held at KIIT, Karachi, Pakistan, Dec 2002
2. Automatic Enhancement Of Digital Chest Radiographs Using High-Retinex Processing

   Nadeem Iqbal and Anwar M. Mirza

   In Proceedings, Image and Vision Computing Conference, New Zealand, Nov 2002
3. Wavelet Based Numerical Modeling And Simulation Of Partial Differential Equations

   Anwar M. Mirza and Shaukat Iqbal

   In Proceedings of INMIC 2002 – International Multi Topic Conference held at KIIT, Karachi, Pakistan, Dec 2002

2000

1. Finite Element Solutions Of The Two Dimensional Steady State And Time Dependent Heat Equation

   Shamsul Qamar, Anwar M. Mirza, and Maaz

   Nuclear Science Journal -Taipei-, Dec 2000
2. Discontinuous Finite Element Solution Of The Boltzmann Transport Equation For Eigenvalue Problems In Slab Geometry

   Anwar M. Mirza, Shamsul Qamar, and M. Aftab Rafiq

   Nuclear Science Journal -Taipei-, Dec 2000

1999

1. Discontinuous Finite Element Treatment Of Duct Problems In Transport Calculations

   Anwar M. Mirza and Shamsul Qamar

   Nuclear Science Journal -Taipei-, Dec 1999
2. Discontinuous Finite Element Based Composite Solutions For Neutron Transport Problems In Two Dimensional Rectangular Geometry

   Anwar M. Mirza, Shamsul Qamar, and Farrukh Haider

   Nuclear Science Journal -Taipei-, Dec 1999
3. Modeling And Simulation Of Corrosion Product Activity In Pressurized Water Reactors Under Power Perturbations

   Farah Deeba, Anwar M. Mirza, and Nasir M. Mirza

   Annals of Nuclear Energy, Dec 1999

   \textbfImpact Factor 1.9

1998

1. Discontinuous Finite Element Treatment Of Duct Problems In Transport Calculations

   Anwar M. Mirza and Shamsul Qamar

   In 7. National Symposium on Frontiers in Physics, Dec 1998
2. Composite Solutions For Boltzmann Transport Equation Using Discontinuous Finite Elements

   Anwar M. Mirza and Shamsul Qamar

   Nuclear Science Journal -Taipei-, Dec 1998
3. Simulation Of Reactivity Transients In Current Mtrs

   Anwar M. Mirza, Salma Khanam, and Nasir M. Mirza

   Annals of Nuclear Energy, Dec 1998

   \textbfImpact Factor 1.9
4. Simulation Of Corrosion Product Activity In Pressurized Water Reactors Under Flow Rate Transients

   Anwar M. Mirza, Nasir M. Mirza, and Imran Mir

   Annals of Nuclear Energy, Dec 1998

   \textbfImpact Factor 1.9
5. SC-Stability Of Presictor-Corrector Schemes For Initial Value Problems

   Anila Usman, Anwar M. Mirza, and George Hall

   In Proceedings of the 7th National Symposium on Frontiers in Physics, Islamabad, Pakistan, Nov 1998

1997

1. Finite Element Based Simulation Of Neutral Particle Transport Using Boltzmann Equation

   Shamsul Qamar and Anwar M. Mirza

   In Proceedings of the 6th National Symposium on Frontiers in Physics, Islamabad, Pakistan, Dec 1997

1995

1. Discontinuous Finite Element Solutions For Neutron Transport In XY Geometry

   R. T. Ackroyd, Omran A. Abuzid, and Anwar M. Mirza

   Annals of nuclear energy, Dec 1995

   \textbfImpact Factor 1.9
2. Finite Element Based Composite Solution For Neutron Transport Problems

   Anwar M. Mirza and Nasir M. Mirza

   In Proceedings of the 5th Symposium on Frontiers in Physics, Conference held at Quaid-i-Azam University (QAU), Islamabad, Pakistan, Dec 1995
3. Simulation Ofactivation Of Impurities In A Typical PWR Using MATLAB / SIMULINK

   Anwar M. Mirza, Rashed Iqbal, and Nasir M. Mirza

   In Proceedings of the First National Multi-topic Conference (IEEE-Pakistan Section) held at the National University of Science & Technology (NUST), Rawalpindi, Pakistan, Nov 1995
4. Discontinuous Finite Element Formulation Of The Neutron Transport Equation

   Anwar M. Mirza

   Nov 1995

   British Library Link: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.832094

1991

1. Advanced Numerical Strategies For The Solution Of Particle Transport Problems

   Anwar M. Mirza

   Nov 1991

1989

1. Effect Of Moderator Temperature On Dose Rate Due To Na-24 At The Surface Of A Typical Swimming Pool Research Reactor

   Nasir M. Mirza, Anwar M. Mirza, T.M. Qaisrani, and 1 more author

   The Nucleus, Nov 1989
2. Numerical Solution Of Transient Heat Transfer Equations Using FDM Technique

   Anwar M. Mirza

   Nov 1989