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
Enhancing Signature Verification Using Triplet Siamese Similarity Networks in Digital Documents
September 05, 2024
Mathematics - Volume 12(17), Article Number 2757
Gabor Contrast Patterns: A Novel Framework to Extract Features From Texture Images
June 21, 2023
IEEE Access - Volume 11, Pages 60324-60334
Classification of Gastric Lesions Using Gabor Block Local Binary Patterns
April 03, 2023
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
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
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
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
PeerJ Computer Science - Volume 7, Article Number e707
Early MCI-to-AD Conversion Prediction Using Future Value Forecasting of Multimodal Features
September 25, 2021
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
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
Artificial Intelligence Review - Volume 53, Pages 2635–2707
Socioscope:I know who you are, a robo, human caller or service number
April 01, 2020
Future Generation Computer Systems - Volume 105, Pages 297-307
Gaussian Mixture Model Based Probabilistic Modeling of Images for Medical Image Segmentation
January 28, 2020
IEEE Access - Volume 8, Pages 16846-16856
Approximate Proximal Gradient-Based Correlation Filter for Target Tracking in Videos: A Unified Approach
November 01, 2019
Arabian Journal for Science and Technology - Volume 44, Issue 11, Pages 9363-9380
Pervasive blood pressure monitoring using Photoplethysmogram (PPG) sensor
March 08, 2019
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
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
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
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
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
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
IEEE Access - Volume: 4
EMD-Based Temporal and Spectral Features for the Classification of EEG Signals using Supervised Learning
January 01, 2016
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
Displays - Volume 40, Pages 104-112
Intensity-based statistical features for classification of lungs CT scan nodules using artificial intelligence techniques
November 02, 2015
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
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
Electronics Letters - Volume: 50, Issue:1, Pages:27-28
Texture Classification Using Rotation- and Scale-Invariant Gabor Texture Features
June 01, 2013
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
IEEE Transactions on Biomedical Engineering - Volume 60, Issue 5, Pages: 1191-1201
Invariant Gabor Texture Descriptors for Classification of Gastroenterology Images
October 01, 2012
IEEE Journal of Biomedical and Health Informatics - Volume 59, Issue 10, Pages 2893-2904
Conferences
Ensemble Learning for Offline Signature Verification using Fused Deep Features
February 19, 2024 - February 20, 2024
Sara Tehsin, Prof Ali Hassan, Dr Farhan Riaz,
2024 5th International Conference on Advancements in Computational Sciences (ICACS)
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)
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
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
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
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
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
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)
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)
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)
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)