College of Electrical & Mechanical Engineering
Faculty Farhan Riaz

Farhan Riaz

Associate Professor
  • College of Electrical & Mechanical Engineering
  • 54444006
Summary

Academic Background
PhD (Medical Imaging) Universidade do Porto May 01, 2008 - June 15, 2012
Honours and Awards
Rectors Gold Medal May 06, 2004
First position in COMPPEC May 06, 2004
Distinction May 06, 2004
Distinction June 15, 2012
Publications
Gabor Contrast Patterns: A Novel Framework to Extract Features From Texture Images June 21, 2023 Abdul Wahab Muzaffar, Farhan Riaz, Tarik Abuain, Waleed Abdel Karim Abu-Ain, Farhan Hussain, Muhammad Umar Farooq, Muhammad Ajmal Azad, IEEE Access - Volume 11, Pages 60324-60334
Classification of Gastric Lesions Using Gabor Block Local Binary Patterns April 03, 2023 Muhammad Tahir, Farhan Riaz, Imran Usman, Muhammad Ibrahim Habib, Computer Systems Science and Engineering - Volume 46(3), Pages 4007-4022
A Hybrid Duo-Deep Learning and Best Features Based Framework for Action Recognition June 16, 2022 Muhammad Naeem Akbar, Farhan Riaz, Ahmed Bilal Awan, Muhammad Attique Khan, Usman Tariq, Saad Rehman, Computers, Materials and Continua - Volume 73, Issue 2, Pages 2555-2576
DEEPSEL: A novel feature selection for early identification of malware in mobile applications April 01, 2022 Muhammad Ajmal, Farhan Riaz, Anum Aftab, Syed Khurram Jah Rizvi, Junaid Arshad, Hany F.Atlam, Future Generation Computer Systems - Volume 129, Pages 54-63
A First Look at Privacy Analysis of COVID-19 Contact Tracing Mobile Applications November 01, 2021 Muhammad Ajmal Azad, Junaid Arshad, Syed Muhammad Ali Akmal, Farhan Riaz , Sidrah Abdullah, Muhammad Imran, Farhan Ahmad, IEEE Internet of Things Journal - Volume 8, Issue 21, Pages 15796-15806
Hand-based Multibiometric Systems: State-of-the-Art and Future Challenges October 07, 2021 Anum Aftab, Farrukh Aslam Khan, Muhammad Khurram Khan, Haider Abbas, Muhammad Waseem Iqbal, Farhan Riaz, PeerJ Computer Science - Volume 7, Article Number e707
Early MCI-to-AD Conversion Prediction Using Future Value Forecasting of Multimodal Features September 25, 2021 Sidra Minhas, Aasia Khanum, Atif Alvi, Farhan Riaz, Shoab Ahmed Khan, Fawaz Alsolami, Muazzam Khattak, Computational Intelligence and Neuroscience - Volume 2021, Article ID 6628036, 12 pages
A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN April 01, 2021 Rehan Nemati, Farhan Riaz, Ali Hassan, Muhammad Abbas, Saad Rehman, Farhan Hussain, Saddaf Rubab , Muhammad Ajmal Azad, Arabian Journal of Science and Engineering - Volume 46, Pages 4141-4152
A survey of feature extraction and fusion of deep learning for detection of abnormalities in video endoscopy of gastrointestinal-tract April 01, 2020 Hussam Ali, Muhammad Sharif, Mussarat Yasmin, Mubashir Husain Rehmani, Farhan Riaz , Artificial Intelligence Review - Volume 53, Pages 2635–2707
Socioscope:I know who you are, a robo, human caller or service number April 01, 2020 Muahammad Ajmal Azad, Mamoun Alazab, Farhan Riaz, Junaid Arshad, Tariq Abullah, Future Generation Computer Systems - Volume 105, Pages 297-307
Gaussian Mixture Model Based Probabilistic Modeling of Images for Medical Image Segmentation January 28, 2020 Farhan Riaz, Saad Rehman, Muhammad Ajmal, Rehan Hafiz , Ali Hassan, Naif Radi Aljohani , Raheel Nawaz , Rupert Young , Miguel Coimbra , IEEE Access - Volume 8, Pages 16846-16856
Approximate Proximal Gradient-Based Correlation Filter for Target Tracking in Videos: A Unified Approach November 01, 2019 Haris Masood, Saad Rehman, Aimal Khan, Farhan Riaz, Ali Hassan, Muhammad Abbas, Arabian Journal for Science and Technology - Volume 44, Issue 11, Pages 9363-9380
Pervasive blood pressure monitoring using Photoplethysmogram (PPG) sensor March 08, 2019 Farhan Riaz, Muhammad Ajmal Azad, Junaid Arshad, Muhammad Imran, Ali Hassan, Saad Rehman, Future Generation Computer Systems - Volume 98, Pages 120—130
Active Contours Based Segmentation and Lesion Periphery Analysis For Characterization of Skin Lesions in Dermoscopy Images May 02, 2018 Farhan Riaz, Sidra Naeem, Raheel Nawaz, Miguel Coimbra, IEEE Journal of Biomedical and Health Informatics - NULL
Predicting Progression From Mild Cognitive Impairment to Alzheimer?s Disease Using Autoregressive Modelling of Longitudinal and Multimodal Biomarkers May 01, 2018 Sidra Minhas, Aasia Khanum, Farhan Riaz, Shoab A. Khan, Atif Alvi, IEEE Journal of Biomedical and Health Informatics - Volume: 22, Issue: 3, Pages 818-825
Self-Organizing Hierarchical Particle Swarm Optimization of Correlation Filters for Object Recognition October 30, 2017 Sara Tehsin, Saad Rehman, Muhammad Omer Bin Saeed, Farhan Riaz, Ali Hassan, Muhammad Abbas, Rupert Young, Mohammad S. Alam, IEEE Access - Volume 5, Pages 24495-24502
A Nonparametric Approach for Mild Cognitive Impairment to AD Conversion Prediction: Results on Longitudinal Data September 01, 2017 Sidran Minhas, Aasia Khanum, Farhan Riaz, Atif Alvi, Shoab A Khan, IEEE Journal of Biomedical and Health Informatics - Volume: 21, Issue: 5, Pages: 1403-1410
Content-Adaptive Region-Based Color Texture Descriptors for Medical Images January 01, 2017 Farhan Riaz, Ali Hassan, Rida Nisar, Mario Dinis-Ribeiro, Miguel Tavares Coimbra, IEEE Journal of Biomedical and Health Informatics - Volume: 21, Issue: 01, Pages 162-171
Improving the Robustness of Neural Networks using K-Support Norm based Adversarial Training January 01, 2016 Sheikh Waqas Akhtar, Saad Rehman, Mahmood Akhtar, Farhan Riaz, Muazzam A. Khan, Qaiser Chaudry, Rupert Young, IEEE Access - Volume: 4
EMD-Based Temporal and Spectral Features for the Classification of EEG Signals using Supervised Learning January 01, 2016 Farhan Riaz, Ali Hassan, Kim Dremstrup, Saad Rehman, Imran Khan Niazi, IEEE Transactions on Neural Systems and Rehabilitation Engineering - Volume: 24 Issue: 1 Pages: 28-35
A scalable architecture for geometric correction of multi-projector display systems December 01, 2015 Kamran Babar, Rehan Hafiz, Khawar Khurshid, Awais M. Kamboh, Ali Hassan, Farhan Riaz, Byeungwoo Jeon, Displays - Volume 40, Pages 104-112
Intensity-based statistical features for classification of lungs CT scan nodules using artificial intelligence techniques November 02, 2015 Sheeraz Akram, Muhammad Younus Javed, Ayyaz Hussain, Farhan Riaz, M. Usman Akram, Journal of Experimental & Theoretical Artificial Intelligence - Volume: 27 Issue: 6 Pages: 737-751
Scale and rotation invariant texture classification using covariate shift methodology March 01, 2014 Ali Hassan, Farhan Riaz, Arsalan Shaukat, IEEE Signal Processing Letters - Volume 21, Issue 3, Article number 6722919, Pages 321-324
Rotation and scale invariant texture classification by compensating for distribution changes using covariate shift in uniform local binary patterns January 02, 2014 Ali Hassan, Farhan Riaz, Saad Rehman, Electronics Letters - Volume: 50, Issue:1, Pages:27-28
Texture Classification Using Rotation- and Scale-Invariant Gabor Texture Features June 01, 2013 Farhan Riaz, Ali Hassan, Saad Rehman, Usman Qamar, IEEE Signal Processing Letters - Volume: 20, Issue: 6, Pages: 607-610
Impact of Visual Features on the Segmentation of Gastroenterology Images Using Normalized Cuts May 01, 2013 Farhan Riaz, Francisco Baldaque Silva, Francisco Baldaque Silva, Mario Dinis Ribeiro, Mario Dinis Ribeiro, Miguel Tavares Coimbra, Miguel Tavares Coimbra, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING - Volume: 60 Issue: 5 Pages: 1191-1201
Invariant Gabor Texture Descriptors for Classification of Gastroenterology Images October 01, 2012 Farhan Riaz, Francisco Baldaque Silva, Mario Dinis Ribeiro, Miguel Tavares Coimbra, IEEE Journal of Biomedical and Health Informatics - Volume 59, Issue 10, Pages 2893-2904
Conferences
Supervised Level Sets For Dermoscopic Image Segmentation September 17, 2018 - September 20, 2018 Muntaha Sakeena, Rubata Riasat, Ali Hassan, Farhan Riaz, 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom)
Curve Evolution Based on Edge Following Algorithm for Medical Image Segmentation September 06, 2018 - September 07, 2018 Sana Ullah, Shah Khalid, Farhan Hussain, Ali Hassan, Farhan Riaz, IEEE Intelligent Systems Conference IntelliSys 2018
Segmentation of heart sound by clustering using spectral and temporal features September 06, 2018 - September 07, 2018 Shah Khalid, Ali Hassan, Sana Ullah, Farhan Riaz, IEEE Intelligent Systems Conference IntelliSys 2018
Comparison of SIFT and ASIFT based filters for better recognition and tracking in a remote scene environment April 27, 2018 - April 30, 2018 Haris Masood, Saad Rehman, Qaiser Chaudry, Farhan Riaz , Ali Hassan, Muhammad Umar Farooq, SPIE Defense + Security
Convolutional neural network based image segmentation: a review April 27, 2018 - April 30, 2018 Hina Ajmal, Saad Rehman, Muhammad Umar Farooq, Qurrat-ul-Ain, Farhan Riaz, Ali Hassan, SPIE Defense + Security
A composite framework for segregating x-rays of osteoporotic cases from healthy controls April 15, 2018 - April 19, 2018 Rehan J. Nemati, Saad Rehman , Ahmed B. Awan, Farhan Riaz, SPIE Defense + Security, 2018
PCA and LDA based Classifiers for Osteoporosis Identification April 15, 2018 - April 19, 2018 Hina Ajmal , Saad Rehman , Farhan Riaz , Ali Hassan, Aqib Perwaiz, Qurrat U. Ain, 29th Pattern Recognition and Tracking Conference held from 15-19 Apr 2018 in USA
Estimation of Illumination Map form Dermoscopy Images for Extracting Differential Structure using Gabor Local mesh Patterns December 14, 2017 - December 16, 2017 Farhan Riaz, Rida Nisar, Ali Hassan, Muntaha Sakeena, Muhammad Ajmal Azad, 2017 International Conference on Computational Science and Computational Intelligence (CSCI)
Security Risk Detection Algorithms in Artificial Immune Systems October 17, 2017 - October 18, 2017 Muazzam Khattak, Saad Rehman, Kanza Sheikh , Farhan Riaz , 2nd International Conference on Information Technologies, Systems and Networks, (ITSN-2017)
Detection and Classification of Pilots Cognitive State using EEG September 08, 2017 - September 11, 2017 Q.A. Khan, Ali Hassan, Saad Rehman, Farhan Riaz, 2nd IEEE International Conference on Computational Intelligence and Applications
Automatic Tracking of Cervical Spine Using Fluoroscopic Sequences September 07, 2017 - September 08, 2017 Muhammad Nauman, Ali Hassan, Farhan Riaz , Saad Rehman, Rasmus Wiberg Nedergard, Kelly Holt, Heidi Haavik, Imran Khan Niazi, IEEE Intelligent Systems Conference
Dermoscopic image analysis using pattern recognition techniques from region of interest (ROI) for detection of melanoma July 09, 2017 - July 12, 2017 ZEESHAN AHMAD, MUNTAHA SAKEENA, RUBATA RIASAT, ABDUL HANNAN SADIQ, FARHAN RIAZ, International Conference on Machine Learning and Cybernetics (ICMLC)
Fully Invariant Wavelet Enhanced Minimum Average Correlation Energy Filter for Object Recognition in Cluttered and Occluded Environments April 09, 2017 - April 13, 2017 Sara Tehsin, Saad Rehman, Farhan Riaz, Omer Saeed, Ali Hassan, Muazzam Khan, Muhammad S. Alam, Pattern Recognition and Tracking XXVIII(2017)
An efficient machine learning approach for the detection of melanoma using dermoscopic images March 08, 2017 - March 09, 2017 Zahra Waheed, Amna Waheed, Madeeha Zafar, Farhan Riaz, International Conference on Communication, Computing and Digital Systems (C-CODE)
Trajectory Based Predictive Modeling of Conversion from Mild Cognitive Impairment to Alzheimer’s Disease February 16, 2017 - February 19, 2017 S. Minhas, A. Khanum, F. Riaz, S. A. Khan, A. Alvi, 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
Short and Long Term Prediction of MCI-to-AD Based on Longitudinal Multimodal, Multivariate Biomarkers October 13, 2016 - October 14, 2016 Sidra Minhas, Aasia Khanam, Farhan Riaz, Shoab A. Khan, Atif Alvi, 9th International Conference of Latest Trends in Engineering and Technologies
How well can the fusion of Gabor filters and local binary patterns help in identifying gastric lesions? August 16, 2016 - August 20, 2016 Farhan Riaz, Ali Hassan, Pedro Pimentel-Nunes, Diogo Libnio e Jorge Lage, Miguel Tavares Coimbra, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Using a Portable Device for Online Single-Trail MRCP Detection and Classification October 14, 2015 - October 16, 2015 Ali Hassan, Usman Ghani, Farhan Riaz, Saad Rehman, Mads Jochumsen, Denise Taylor, Imran Khan Niazi, Intelligent Data Engineering and Automated Learning – IDEAL 2015
A Robust Classification Model based on iBSA and GCA Biomarker for Diagnosis of Epilepsy May 03, 2015 - May 06, 2015 Ali Hassan, Farhan Riaz, Abdul Basit, 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)
A Robust Classification Model with Voting based feature Selection for Diagnosis of Epilepsy May 03, 2015 - May 06, 2015 Ali Hassan, Farhan Riaz, Abdul Basit, 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)
An Empirical Study to Remove Noise from Signal-Trail MRCP for Movement Intention Detection May 03, 2015 - May 06, 2015 Ali Hassan, Farhan Riaz, Saad Rehman, Mads Jochumsen, Imran Niazi, Kim Dremstrup, 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)
Enhanced Dynamic Quadrant Histogram Equalization Plateau Limit for Image Contrast Enhancement April 29, 2015 - May 01, 2015 Rizwan Khalid, Saad Rehman, Farhan Riaz, Ali Hassan, 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications (DICTAP)
Human Detection in Sensitive Security areas through Recognition of Omega Shapes using MACH Filters April 22, 2015 - April 23, 2015 Muwahida Liaquat, Saad Rehman, Farhan Riaz, Ali Hassan, Rupert Young, Optical Pattern Recognition XXVI Conference
Distance Regularized Curve Evolution: A Formulation Using Creaseness Features for Dermoscopic Image Segmentation October 19, 2014 - October 23, 2014 Jahan Zeb, Farhan Riaz, Ali Hassan, 2014 12th International Conference on Signal Processing (ICSP)
Processing movement related cortical potentials in EEG signals for identification of slow and fast movements August 26, 2014 - August 30, 2014 Farhan Riaz, Ali Hassan, Saad Rehman, Imran Niazi, M. Jochumsen, K. Dremstrup, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Daily Sound Recognition for Elderly People using Ensemble Methods August 19, 2014 - August 21, 2014 Arslan Shaukat, Muhammad Ahsan, Ali Hassan, Farhan Riaz, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)
Classification of Kinetics of Movement for Lower Limb using Covariate Shift Method for Brain Computer Interface May 04, 2014 - May 09, 2014 Ali Hassan, Imran Khan Niazi, M. Jochumsen, Farhan Riaz, K. Dremstrup, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Integral Scale Histogram Local Binary Patterns for Classification of Narrow-band Gastroenterology Images July 03, 2013 - July 07, 2013 Farhan Riaz, Mario-Dinis Ribeiro, Pedro Pimentel-Nunes, Miguel Tavares Coimbra, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
A new algorithm for reconstruction of 3-D coordinates from a 2-D image using a projected pattern December 24, 2004 - December 26, 2004 Farhan Riaz, Asim Munawar, Arslan Mehboob, Wajahat Baig, 8th International Multitopic Conference (INMIC'04)