Dr. Irfan Mehmood,Associate Professor
Information about Dr. Irfan Mehmood at the University of Bradford.
- School of Management
(Faculty of Mgmt, Law & Social Sciences) - Email:
- i.mehmood4@bradford.ac.uk
- Telephone:
- +44 1274 232646
112
publications.Biography
Irfan Mehmood is an Associate Professor specialising in Business Data Analytics within the Faculty of Management, Law, and Social Sciences at the University of Bradford, UK. He teaches and conducts research in the field of Applied AI and business data analytics.His expertise encompasses a wide range of disciplines, including Artificial Intelligence and Machine Learning, with a particular emphasis on Vision AI and Generative AI. Irfan's research extends into big data analytics, exploring innovative approaches to extract insights from vast datasets. Additionally, he is interested in the areas of sustainability, fostering sustainable business practices through data-driven strategies. Irfan is dedicated to shaping the next generation of business leaders equipped with the essential skills to navigate the complex landscape of data analytics and drive meaningful change in the business world. He has published papers in various areas such as medical imaging, video surveillance, visual analytics and social network data analytics.
Research
Business Data AnalyticsArtificial IntelligenceMachine LearningVision AIGenerative AISustainability Explainable AI
Research supervision
Dr. Irfan Mehmood is responsible for the supervision of 2 postgraduate researchers at the University of Bradford.
Teaching
Details on teaching interests, highlights and modules are available for Dr. Irfan Mehmood as follows:
Teaching interests
Modules Applied Machine Learning and Big Data StrategyBusiness Forecasting and AnalysisBusiness Data AnalyticsAI Methods and ToolsMachine Learning Methods and ModelsData Science for Applied AI
Professional activities
Information about education, employment and areas of particular interest for Dr. Irfan Mehmood is as follows:
Employment
- COMSATS Institute of Information Technology - Attock - Assistant Professor in the year 2015 (specified as 01/09/2015)
- Sejong University - Assistant Professor in the year 2016 (specified as 01/03/2016)
- Talented Earth Organization - Mobile Application Development in the year 2010 (specified as 02/06/2010)
Education
- National University of Computer and Emerging Sciences - BS
- Sejong University - PhD`
Publications
There are 112 publications involving or that are attributed to Dr. Irfan Mehmood. They are listed as:
- book (3)
- book chapter (1)
- conference publication (22)
- editorial (3)
- other publication (1)
- peer reviewed journal (82)
Book
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Bayesian classification using DCT features for brain tumor detection | 2010 | Ain, Q.-U.;Mehmood, I.;Naqi, S.M.;Jaffar, M.A.; | 10.1007/978-3-642-15387-7_38 | ||||||||
| Comparative analysis of graphic contents rendering techniques in a multi-view system through agent-mediator based communication | 2014 | Lecture Notes in Electrical Engineering | Fahad, M.A.;Sajjad, M.;Mehmood, I.;Kwon, S.I.;Lee, J.-W.;Baik, S.-W.; | 10.1007/978-3-642-41671-2_73 | |||||||
| Automatic segmentation of region of interests in MR images using saliency information and active contours | 2013 | Lecture Notes in Electrical Engineering | Mehmood, I.;Baik, R.;Baik, S.W.; | 10.1007/978-94-007-5860-5_64 |
Book Chapter
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| A segmentation-less efficient alzheimer detection approach using hybrid image features | 2019 | Handbook of Multimedia Information Security: Techniques and Applications | Handbook of Multimedia Information Security: Techniques and Applications | 421 - 429 | Afzal S.;Javed M.;Maqsood M.;Aadil F.;Rho S.;Mehmood I. | 9783030158866 | 10.1007/978-3-030-15887-3_20 |
Conference Publication
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Learning Transferable Features for Diagnosis of Breast Cancer from Histopathological Images | 2022 | Lecture Notes in Electrical Engineering | Lecture Notes in Electrical Engineering | 784 LNEE | 124 - 133 | Al Zorgani M.M.;Mehmood I.;Ugail H. | 1876-1100 | 10.1007/978-981-16-3880-0_14 | |||
| Deep YOLO-Based Detection of Breast Cancer Mitotic-Cells in Histopathological Images | 2022 | Lecture Notes in Electrical Engineering | Lecture Notes in Electrical Engineering | 784 LNEE | 335 - 342 | Al Zorgani M.M.;Mehmood I.;Ugail H. | 1876-1100 | 10.1007/978-981-16-3880-0_35 | |||
| An Activity Recognition Framework for Overlapping Activities using Transfer Learning | 2020 | Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020 | Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020 | 701 - 705 | Bilal M.;Maqsood M.;Mehmood I.;Javaid M.;Rho S. | 9781728176246 | 10.1109/CSCI51800.2020.00129 | ||||
| An Efficient Liver Tumor Detection using Machine Learning | 2020 | Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020 | Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020 | 706 - 711 | Kalsoom A.;Moin A.;Maqsood M.;Mehmood I.;Rho S. | 9781728176246 | 10.1109/CSCI51800.2020.00130 | ||||
| A Trust Assisted Matrix Factorization based Improved Product Recommender System | 2020 | Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020 | Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020 | 719 - 724 | Rahim A.;Maqsood M.;Mehmood I.;Muhammad K.;Kim M. | 9781728176246 | 10.1109/CSCI51800.2020.00132 | ||||
| Automated Gland Detection in Colorectal Histopathological Images | 2022 | Lecture Notes in Electrical Engineering | Lecture Notes in Electrical Engineering | 784 LNEE | 153 - 162 | Al Zorgani M.M.;Mehmood I.;Ugail H. | 1876-1100 | 10.1007/978-981-16-3880-0_17 | |||
| On Rearranging Physical Spaces for Enhancing Social Distancing Measures to Combat the COVID-19 Infection Rates | 2020 | 2020 International Conference on Internet of Things and Intelligent Applications, ITIA 2020 | 2020 International Conference on Internet of Things and Intelligent Applications, ITIA 2020 | Ugail H.;Mehmood I.;Aggarwal R.;Iglesias A.;Suarez P.;Maqsood M.;Aadil F.;Campuzano A.;Tajouri L.;Gleghorn S.;Taif K.;Reeve C.;Wan T.;Redman R. | 9781728193014 | 10.1109/ITIA50152.2020.9312322 | |||||
| An Optimisation Model for Designing Social Distancing Enhanced Physical Spaces | 2020 | 2020 International Conference on Internet of Things and Intelligent Applications, ITIA 2020 | 2020 International Conference on Internet of Things and Intelligent Applications, ITIA 2020 | Ugail H.;Aggarwal R.;Iglesias A.;Suarez P.;Maqsood M.;Aadil F.;Campuzano A.;Gleghorn S.;Mehmood I.;Taif K. | 9781728193014 | 10.1109/ITIA50152.2020.9312372 | |||||
| Detection of Speech Impairments in Parkinson Disease Using Handcrafted Feature-Based Model on Spanish Speech Corpus | 2020 | Communications in Computer and Information Science | Communications in Computer and Information Science | 1212 CCIS | 54 - 65 | Zahid L.;Maqsood M.;Farooq S.S.;Aadil F.;Mehmood I.;Fiaz M.;Jung S.K. | 1865-0929 | 10.1007/978-981-15-4818-5_5 | |||
| Cast shadow generation using generative adversarial networks | 2020 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 12141 LNCS | 481 - 495 | Taif K.;Ugail H.;Mehmood I. | 0302-9743 | 10.1007/978-3-030-50426-7_36 | |||
| Real-time video dehazing for industrial image processing | 2019 | 2019 13th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2019 | 2019 13th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2019 | Ullah H.;Mehmood I. | 9781728127415 | 10.1109/SKIMA47702.2019.8982486 | |||||
| An efficient cryptosystem based on the logistic-chebyshev map | 2019 | 2019 13th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2019 | 2019 13th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2019 | Abd-El-Atty B.;Amin M.;Abd-El-Latif A.;Ugail H.;Mehmood I. | 9781728127415 | 10.1109/SKIMA47702.2019.8982535 | |||||
| Ligature Analysis-based Urdu OCR Framework | 2018 | Proceedings - 2017 International Conference on Frontiers of Information Technology, FIT 2017 | Proceedings - 2017 International Conference on Frontiers of Information Technology, FIT 2017 | 2017-January | 87 - 92 | Ahmed Z.;Iqbal K.;Mehmood I.;Ayub M. | 9781538635674 | 10.1109/FIT.2017.00023 | |||
| Let the deaf understand: Mainstreaming the marginalized in context with personalized digital media services and social needs | 2017 | 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017 | 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017 | 220 - 225 | Mehmood I.;Hussain T.;Hassan I.;Rho S.;Sajjad M. | 9781538605608 | 10.1109/ICMEW.2017.8026328 | ||||
| Computer Aided System for Leukocytes Classification and Segmentation in Blood Smear Images | 2017 | Proceedings - 14th International Conference on Frontiers of Information Technology, FIT 2016 | Proceedings - 14th International Conference on Frontiers of Information Technology, FIT 2016 | 99 - 104 | Sajjad M.;Khan S.;Shoaib M.;Ali H.;Jan Z.;Muhammad K.;Mehmood I. | 9781509053001 | 10.1109/FIT.2016.026 | ||||
| SSH: Salient structures histogram for content based image retrieval | 2015 | Proceedings - 2015 18th International Conference on Network-Based Information Systems, NBiS 2015 | Proceedings - 2015 18th International Conference on Network-Based Information Systems, NBiS 2015 | 212 - 217 | Ahmad J.;Sajjad M.;Mehmood I.;Baik S. | 9781479999422 | 10.1109/NBiS.2015.36 | ||||
| Interactive 3D visualization of soical network data using cloud computing | 2012 | Proceedings - International Conference on Cloud Computing and Social Networking 2012: Cloud Computing and Social Networking for Smart and Productive Society, ICCCSN 2012 | Proceedings - International Conference on Cloud Computing and Social Networking 2012: Cloud Computing and Social Networking for Smart and Productive Society, ICCCSN 2012 | Ejaz N.;Mehmood I.;Lee J.;Ji S.;Lee M.;Anh S.;Baik S. | 9781467318167 | 10.1109/ICCCSN.2012.6215744 | |||||
| Detection of 3D perceptual changes in robot navigation using cloud computing | 2012 | Proceedings - International Conference on Cloud Computing and Social Networking 2012: Cloud Computing and Social Networking for Smart and Productive Society, ICCCSN 2012 | Proceedings - International Conference on Cloud Computing and Social Networking 2012: Cloud Computing and Social Networking for Smart and Productive Society, ICCCSN 2012 | Ejaz N.;Mehmood I.;Lee J.;Ji S.;Lee M.;Anh S.;Baik S. | 9781467318167 | 10.1109/ICCCSN.2012.6215759 | |||||
| Multi-scale information maximization based visual attention modeling for video summarization | 2012 | Proceedings - 6th International Conference on Next Generation Mobile Applications, Services, and Technologies, NGMAST 2012 | Proceedings - 6th International Conference on Next Generation Mobile Applications, Services, and Technologies, NGMAST 2012 | 48 - 52 | Ejaz N.;Mehmood I.;Ejaz W.;Baik S. | 9780769548036 | 10.1109/NGMAST.2012.47 | ||||
| Synchronized and efficient communication system based on agent-mediator framework for adaptive mixed reality space | 2013 | Proceedings - International Conference on ICT for Smart Society 2013: "Think Ecosystem Act Convergence", ICISS 2013 | Proceedings - International Conference on ICT for Smart Society 2013: "Think Ecosystem Act Convergence", ICISS 2013 | 169 - 172 | Sajjad M.;Lee J.;Gu B.;Mehmood I.;Fahad;Lee M.;Jang Y.;Baik S. | 9781479901456 | 10.1109/ICTSS.2013.6588085 | ||||
| 10.1109/ngmast.2012.47 | |||||||||||
| Proceedings - 2015 International Conference on Platform Technology and Service, PlatCon 2015 | 2015 | Proceedings - 2015 International Conference on Platform Technology and Service, PlatCon 2015 | Proceedings - 2015 International Conference on Platform Technology and Service, PlatCon 2015 | Mehmood, I.;Sajjad, M.;Baik, S.W.;Rho, S.; | 10.1109/PlatCon.2015.13 |
Editorial
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Towards smarter cities: Learning from Internet of Multimedia Things-generated big data | 2020 | Future Generation Computer Systems | 108 | 879 - 881 | Bellavista P.;Ota K.;Lv Z.;Mehmood I.;Rho S. | 0167-739X | 10.1016/j.future.2019.06.003 | ||||
| Editorial Note: Role of Hand-crafted and Learned Representations for Multimedia Applications | 2018 | Multimedia Tools and Applications | 77 | 4827 | 1380-7501 | 10.1007/s11042-018-5622-4 | |||||
| IEEE Access Special Section Editorial: Multimedia Analysis for Internet-of-Things | 2019 | Ieee Access | 7 | 65211 - 65218 | Lv Z.;Mehmood I.;Vento M.;Dao M.;Ota K.;Saggese A. | 2169-3536 | 10.1109/ACCESS.2019.2915487 |
Other Publication
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| MRT letter: visual attention driven framework for hysteroscopy video abstraction. | 2013 | Microscopy Research and Technique | 76 | Ejaz N;Mehmood I;Baik SW; | 1097-0029 | 10.1002/jemt.22205 |
Peer Reviewed Journal
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Multiobjective feature selection for microarray data via distributed parallel algorithms | 2019 | Future Generation Computer Systems | 100 | 952 - 981 | Cao B.;Zhao J.;Yang P.;Liu X.;Qi J.;Simpson A.;Elhoseny M.;Mehmood I.;Muhammad K. | 0167-739X | 10.1016/j.future.2019.02.030 | ||||
| Analyzing the Stock Exchange Markets of EU Nations: A Case Study of Brexit Social Media Sentiment | 2022 | Systems | 10 | Maqsood H.;Maqsood M.;Yasmin S.;Mehmood I.;Moon J.;Rho S. | 2079-8954 | 10.3390/systems10020024 | |||||
| An autonomous decision-making framework for gait recognition systems against adversarial attack using reinforcement learning. | 2022 | ISA Transactions | Maqsood M;Yasmin S;Gillani S;Aadil F;Mehmood I;Rho S;Yeo SS; | 1879-2022 | 10.1016/j.isatra.2022.11.016 | ||||||
| Machine learning based small bowel video capsule endoscopy analysis: Challenges and opportunities | 2023 | Future Generation Computer Systems | Haroon Wahab, Irfan Mehmood, Hassan Ugail, Arun Kumar Sangaiah, Khan Muhammad | ||||||||
| A deep learning-based framework for accurate identification and crop estimation of olive trees | 2023 | Journal of Supercomputing | 79 | 1834 - 1855 | Khan U.;Maqsood M.;Gillani S.;Durrani M.Y.;Mehmood I.;Seo S. | 0920-8542 | 10.1007/s11227-022-04738-3 | ||||
| Finding temporal influential users in social media using association rule learning | 2020 | Intelligent Automation and Soft Computing | 26 | 87 - 98 | Shazad B.;Khan H.U.;Zahoor-Ur-rehman ;Farooq M.;Mahmood A.;Mehmood I.;Rho S.;Nam Y. | 1079-8587 | 10.31209/2019.100000130 | ||||
| Mobility Enabled Security for Optimizing IoT based Intelligent Applications | 2020 | IEEE Network | 34 | 72 - 77 | Pirbhulal S.;Wu W.;Muhammad K.;Mehmood I.;Li G.;De Albuquerque V.H.C. | 0890-8044 | 10.1109/MNET.001.1800547 | ||||
| A Smart Surveillance System for Uncooperative Gait Recognition Using Cycle Consistent Generative Adversarial Networks (CCGANs) | 2021 | Computational Intelligence and Neuroscience | 2021 | Alsaggaf W.A.;Mehmood I.;Khairullah E.F.;Alhuraiji S.;Sabir M.F.S.;Alghamdi A.S.;Abd El-Latif A.A. | 1687-5265 | 10.1155/2021/3110416 | |||||
| A study of deep learning-based face recognition models for sibling identification | 2021 | Sensors | 21 | Goel R.;Mehmood I.;Ugail H. | 1424-8220 | 10.3390/s21155068 | |||||
| Efficient Image Recognition and Retrieval on IoT-Assisted Energy-Constrained Platforms From Big Data Repositories | 2019 | Ieee Internet Of Things Journal | 6 | 9246 - 9255 | Mehmood I.;Ullah A.;Muhammad K.;Deng D.J.;Meng W.;Al-Turjman F.;Sajjad M.;De Albuquerque V.H.C. | 2327-4662 | 10.1109/JIOT.2019.2896151 | ||||
| An efficient false-positive reduction system for cerebral microbleeds detection | 2021 | Computers, Materials and Continua | 66 | 2301 - 2315 | Afzal S.;Maqsood M.;Mehmood I.;Niaz M.T.;Seo S. | 1546-2218 | 10.32604/cmc.2021.013966 | ||||
| An LSTM based forecasting for major stock sectors using COVID sentiment | 2021 | Computers, Materials and Continua | 67 | Jabeen A.;Afzal S.;Maqsood M.;Mehmood I.;Yasmin S.;Niaz M.T.;Nam Y. | 1546-2218 | 10.32604/cmc.2021.014598 | |||||
| Multi-modal data analysis based game player experience modeling using lstm-dnn | 2021 | Computers, Materials and Continua | 68 | 4087 - 4108 | Farooq S.S.;Fiaz M.;Mehmood I.;Bashir A.K.;Nawaz R.;Kim K.J.;Jung S.K. | 1546-2218 | 10.32604/cmc.2021.015612 | ||||
| Exploring the Role of Deep Learning in Industrial Applications: A Case Study on Coastal Crane Casting Recognition | 2021 | Human-Centric Computing And Information Sciences | 11 | Maqsood M.;Mehmood I.;Kharel R.;Muhammad K.;Lee J.;Alnumay W.S. | 2192-1962 | 10.22967/HCIS.2021.11.020 | |||||
| A residual-learning-based multi-scale parallel-convolutions-assisted efficient cad system for liver tumor detection | 2021 | Mathematics | 9 | Maqsood M.;Bukhari M.;Ali Z.;Gillani S.;Mehmood I.;Rho S.;Jung Y.A. | 2227-7390 | 10.3390/math9101133 | |||||
| Quantum-Inspired Blockchain-Based Cybersecurity: Securing Smart Edge Utilities in IoT-Based Smart Cities | 2021 | Information Processing and Management | 58 | Abd El-Latif A.A.;Abd-El-Atty B.;Mehmood I.;Muhammad K.;Venegas-Andraca S.E.;Peng J. | 0306-4573 | 10.1016/j.ipm.2021.102549 | |||||
| An efficient da-net architecture for lung nodule segmentation | 2021 | Mathematics | 9 | Maqsood M.;Yasmin S.;Mehmood I.;Bukhari M.;Kim M. | 2227-7390 | 10.3390/math9131457 | |||||
| An automated real-time face mask detection system using transfer learning with faster-rcnn in the era of the covid-19 pandemic | 2022 | Computers, Materials and Continua | 71 | 4151 - 4166 | Sabir M.F.S.;Mehmood I.;Alsaggaf W.A.;Khairullah E.F.;Alhuraiji S.;Alghamdi A.S.;Abd El-Latif A.A. | 1546-2218 | 10.32604/cmc.2022.017865 | ||||
| A Meta-Heuristic Optimization Based Less Imperceptible Adversarial Attack on Gait Based Surveillance Systems | 2022 | Journal of Signal Processing Systems | Maqsood M.;Ghazanfar M.A.;Mehmood I.;Hwang E.;Rho S. | 1939-8018 | 10.1007/s11265-022-01742-x | ||||||
| An Efficient Gait Recognition Method for Known and Unknown Covariate Conditions | 2021 | Ieee Access | 9 | 6465 - 6477 | Bukhari M.;Bajwa K.B.;Gillani S.;Maqsood M.;Durrani M.Y.;Mehmood I.;Ugail H.;Rho S. | 2169-3536 | 10.1109/ACCESS.2020.3047266 | ||||
| Social distancing enhanced automated optimal design of physical spaces in the wake of the COVID-19 pandemic | 2021 | Sustainable Cities and Society | 68 | Ugail H.;Aggarwal R.;Iglesias A.;Howard N.;Campuzano A.;Suárez P.;Maqsood M.;Aadil F.;Mehmood I.;Gleghorn S.;Taif K.;Kadry S.;Muhammad K. | 2210-6707 | 10.1016/j.scs.2021.102791 | |||||
| A New Chaotic Map with Dynamic Analysis and Encryption Application in Internet of Health Things | 2020 | Ieee Access | 8 | 137731 - 137744 | Tsafack N.;Sankar S.;Abd-El-Atty B.;Kengne J.;C. J.K.;Belazi A.;Mehmood I.;Bashir A.K.;Song O.Y.;El-Latif A.A.A. | 2169-3536 | 10.1109/ACCESS.2020.3010794 | ||||
| Region-of-Interest Based Transfer Learning Assisted Framework for Skin Cancer Detection | 2020 | Ieee Access | 8 | 147858 - 147871 | Ashraf R.;Afzal S.;Rehman A.U.;Gul S.;Baber J.;Bakhtyar M.;Mehmood I.;Song O.Y.;Maqsood M. | 2169-3536 | 10.1109/ACCESS.2020.3014701 | ||||
| A deep feature-based real-time system for Alzheimer disease stage detection | 2020 | Multimedia Tools and Applications | Nawaz H.;Maqsood M.;Afzal S.;Aadil F.;Mehmood I.;Rho S. | 1380-7501 | 10.1007/s11042-020-09087-y | ||||||
| A Spectrogram-Based Deep Feature Assisted Computer-Aided Diagnostic System for Parkinson's Disease | 2020 | Ieee Access | 8 | 35482 - 35495 | Zahid L.;Maqsood M.;Durrani M.Y.;Bakhtyar M.;Baber J.;Jamal H.;Mehmood I.;Song O.Y. | 2169-3536 | 10.1109/ACCESS.2020.2974008 | ||||
| Edge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments | 2020 | IEEE Transactions on Industrial Informatics | 16 | 1067 - 1075 | Muhammad K.;Khan S.;Palade V.;Mehmood I.;De Albuquerque V. | 1551-3203 | 10.1109/TII.2019.2915592 | ||||
| Geo-Social Top-k and Skyline Keyword Queries on Road Networks | 2020 | Sensors | 20 | Attique M.;Afzal M.;Ali F.;Mehmood I.;Ijaz M.;Cho H. | 1424-8220 | 10.3390/s20030798 | |||||
| UAV based wilt detection system via convolutional neural networks | 2019 | Dang, L.M.; Hassan, S.I.; Suhyeon, I.; Sangaiah, A.K.; Mehmood, Irfan; Rho, S.; Seo, S.; Moon, H. | |||||||||
| A local and global event sentiment based efficient stock exchange forecasting using deep learning | 2019 | International Journal of Information Management | Maqsood H.;Mehmood I.;Maqsood M.;Yasir M.;Afzal S.;Aadil F.;Selim M.;Muhammad K. | 0268-4012 | 10.1016/j.ijinfomgt.2019.07.011 | ||||||
| An intelligent event-sentiment-based daily foreign exchange rate forecasting system | 2019 | Applied Sciences | 9 | Yasir M.;Durrani M.;Afzal S.;Maqsood M.;Aadil F.;Mehmood I.;Rho S. | 2076-3417 | 10.3390/app9152980 | |||||
| Visual features based boosted classification of weeds for real-time selective herbicide sprayer systems | 2018 | Computers in Industry | 98 | 23 - 33 | Ahmad J.;Muhammad K.;Ahmad I.;Ahmad W.;Smith M.;Smith L.;Jain D.;Wang H.;Mehmood I. | 0166-3615 | 10.1016/j.compind.2018.02.005 | ||||
| UAV based wilt detection system via convolutional neural networks | 2018 | Sustainable Computing: Informatics and Systems | Dang L.;Ibrahim Hassan S.;Suhyeon I.;Sangaiah A.;Mehmood I.;Rho S.;Seo S.;Moon H. | 2210-5379 | 10.1016/j.suscom.2018.05.010 | ||||||
| Energy Aware Cluster-Based Routing in Flying Ad-Hoc Networks. | 2018 | Sensors | 18 | Aadil F;Raza A;Khan MF;Maqsood M;Mehmood I;Rho S; | 1424-8220 | 10.3390/s18051413 | |||||
| Natural Language Description of Video Streams Using Task-Specific Feature Encoding | 2018 | Ieee Access | 6 | 16639 - 16645 | Dilawari A.;Khan M.;Farooq A.;Rehman Z.;Rho S.;Mehmood I. | 2169-3536 | 10.1109/ACCESS.2018.2814075 | ||||
| Convolutional Neural Networks Based Fire Detection in Surveillance Videos | 2018 | Ieee Access | 6 | 18174 - 18183 | Muhammad K.;Ahmad J.;Mehmood I.;Rho S.;Baik S. | 2169-3536 | 10.1109/ACCESS.2018.2812835 | ||||
| Egocentric visual scene description based on human-object interaction and deep spatial relations among objects | 2018 | Multimedia Tools and Applications | 1 - 22 | Khan G.;Ghani M.;Siddiqi A.;Zahoor-ur-Rehman;Seo S.;Baik S.;Mehmood I. | 1380-7501 | 10.1007/s11042-018-6286-9 | |||||
| Video retrieval system for meniscal surgery to improve health care services | 2018 | Journal of Sensors | 2018 | Amanat S.;Idrees M.;Khan M.;Rehman Z.;Chang H.;Mehmood I.;Baik S. | 1687-725X | 10.1155/2018/4390703 | |||||
| Saliency-weighted graphs for efficient visual content description and their applications in real-time image retrieval systems | 2017 | Journal of Real-Time Image Processing | 13 | 431 - 447 | Ahmad J.;Sajjad M.;Mehmood I.;Rho S.;Baik S. | 1861-8200 | 10.1007/s11554-015-0536-0 | ||||
| SiNC: Saliency-injected neural codes for representation and efficient retrieval of medical radiographs. | 2017 | PLoS ONE | 12 | Ahmad J;Sajjad M;Mehmood I;Baik SW; | 1932-6203 | 10.1371/journal.pone.0181707 | |||||
| Transfer Learning Assisted Classification and Detection of Alzheimer's Disease Stages Using 3D MRI Scans | 2019 | Sensors | 19 | Maqsood M.;Nazir F.;Khan U.;Aadil F.;Jamal H.;Mehmood I.;Song O. | 1424-8220 | 10.3390/s19112645 | |||||
| Embedded deep vision in smart cameras for multi-view objects representation and retrieval | 2017 | Computers and Electrical Engineering | 61 | 297 - 311 | Ahmad J.;Mehmood I.;Rho S.;Chilamkurti N.;Baik S. | 0045-7906 | 10.1016/j.compeleceng.2017.05.033 | ||||
| Efficient object-based surveillance image search using spatial pooling of convolutional features | 2017 | Journal of Visual Communication and Image Representation | 45 | 62 - 76 | Ahmad J.;Mehmood I.;Baik S. | 1047-3203 | 10.1016/j.jvcir.2017.02.010 | ||||
| Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices | 2017 | Multimedia Tools and Applications | 76 | 3519 - 3536 | Sajjad M.;Muhammad K.;Baik S.;Rho S.;Jan Z.;Yeo S.;Mehmood I. | 1380-7501 | 10.1007/s11042-016-3811-6 | ||||
| Analysis of interaction trace maps for active authentication on smart devices | 2017 | Multimedia Tools and Applications | 76 | 4069 - 4087 | Ahmad J.;Sajjad M.;Jan Z.;Mehmood I.;Rho S.;Baik S. | 1380-7501 | 10.1007/s11042-016-3450-y | ||||
| Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities | 2017 | Ieee Access | 5 | 3475 - 3489 | Sajjad M.;Khan S.;Jan Z.;Muhammad K.;Moon H.;Kwak J.;Rho S.;Baik S.;Mehmood I. | 2169-3536 | 10.1109/ACCESS.2016.2636218 | ||||
| A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image | 2016 | Multimedia Tools and Applications | 14867 - 14893 | Muhammad K.;Sajjad M.;Mehmood I.;Rho S.;Baik S. | 1380-7501 | 10.1007/s11042-015-2671-9 | |||||
| Divide-and-conquer based summarization framework for extracting affective video content | 2016 | Neurocomputing | 174 | 393 - 403 | Mehmood I.;Sajjad M.;Rho S.;Baik S. | 0925-2312 | 10.1016/j.neucom.2015.05.126 | ||||
| Basis pursuit denoising-based image superresolution using a redundant set of atoms | 2016 | Signal, Image and Video Processing | 10 | 181 - 188 | Sajjad M.;Mehmood I.;Abbas N.;Baik S. | 1863-1703 | 10.1007/s11760-014-0724-6 | ||||
| Digital image super-resolution using adaptive interpolation based on Gaussian function | 2015 | Multimedia Tools and Applications | 74 | 8961 - 8977 | Sajjad M.;Ejaz N.;Mehmood I.;Baik S. | 1380-7501 | 10.1007/s11042-013-1570-1 | ||||
| Anisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction | 2012 | International Journal of Computational Intelligence Systems | 5 | 494 - 504 | Jaffar M.;Zia S.;Latif G.;Mirza A.;Mehmood I.;Ejaz N.;Baik S. | 1875-6891 | 10.1080/18756891.2012.696913 | ||||
| Image steganography using uncorrelated color space and its application for security of visual contents in online social networks | 2018 | Future Generation Computer Systems | 86 | 951 - 960 | Muhammad K.;Sajjad M.;Mehmood I.;Rho S.;Baik S. | 0167-739X | 10.1016/j.future.2016.11.029 | ||||
| Utilizing text recognition for the defects extraction in sewers CCTV inspection videos | 2018 | Computers in Industry | 99 | 96 - 109 | Dang L.;Hassan S.;Im S.;Mehmood I.;Moon H. | 0166-3615 | 10.1016/j.compind.2018.03.020 | ||||
| Efficient visual attention based framework for extracting key frames from videos | 2013 | Signal Processing: Image Communication | 28 | 34 - 44 | Ejaz N.;Mehmood I.;Wook Baik S. | 0923-5965 | 10.1016/j.image.2012.10.002 | ||||
| A Route Optimized Distributed IP-Based Mobility Management Protocol for Seamless Handoff across Wireless Mesh Networks | 2018 | Mobile Networks and Applications | 23 | 752 - 774 | Shah P.;Awan K.;Zahoor-ur-Rehman;Iqbal K.;Aadil F.;Muhammad K.;Mehmood I.;Baik S. | 1383-469X | 10.1007/s11036-018-1007-1 | ||||
| Grey wolf optimization based clustering algorithm for vehicular ad-hoc networks | 2018 | Computers and Electrical Engineering | 70 | 853 - 870 | Fahad M.;Aadil F.;Rehman Z.;Khan S.;Shah P.;Muhammad K.;Lloret J.;Wang H.;Lee J.;Mehmood I. | 0045-7906 | 10.1016/j.compeleceng.2018.01.002 | ||||
| Expert ranking techniques for online rated forums | 2018 | Computers in Human Behavior | Faisal M.;Daud A.;Akram A.;Abbasi R.;Aljohani N.;Mehmood I. | 0747-5632 | 10.1016/j.chb.2018.06.013 | ||||||
| Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI | 2018 | Computers and Electrical Engineering | 69 | 768 - 781 | Ateeq T.;Majeed M.;Anwar S.;Maqsood M.;Rehman Z.;Lee J.;Muhammad K.;Wang S.;Baik S.;Mehmood I. | 0045-7906 | 10.1016/j.compeleceng.2018.02.021 | ||||
| Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation. | 2013 | Computers in Biology and Medicine | 43 | Mehmood I;Ejaz N;Sajjad M;Baik SW; | 1879-0534 | 10.1016/j.compbiomed.2013.07.001 | |||||
| Sparse representations-based super-resolution of key-frames extracted from frames-sequences generated by a visual sensor network. | 2014 | Sensors | 14 | Sajjad M;Mehmood I;Baik SW; | 1424-8220 | 10.3390/s140203652 | |||||
| Machine learning-assisted signature and heuristic-based detection of malwares in Android devices | 2018 | Computers and Electrical Engineering | 69 | 828 - 841 | Rehman Z.;Khan S.;Muhammad K.;Lee J.;Lv Z.;Baik S.;Shah P.;Awan K.;Mehmood I. | 0045-7906 | 10.1016/j.compeleceng.2017.11.028 | ||||
| An efficient computerized decision support system for the analysis and 3D visualization of brain tumor | 2019 | Multimedia Tools and Applications | 78 | 12723 - 12748 | Mehmood I.;Sajjad M.;Muhammad K.;Shah S.;Sangaiah A.;Shoaib M.;Baik S. | 1380-7501 | 10.1007/s11042-018-6027-0 | ||||
| Lexical paraphrasing and pseudo relevance feedback for biomedical document retrieval | 2018 | Multimedia Tools and Applications | 1 - 32 | Wasim M.;Asim M.;Ghani M.;Rehman Z.;Rho S.;Mehmood I. | 1380-7501 | 10.1007/s11042-018-6060-z | |||||
| Feature aggregation based visual attention model for video summarization | 2014 | Computers and Electrical Engineering | 40 | 993 - 1005 | Ejaz N.;Mehmood I.;Baik S. | 0045-7906 | 10.1016/j.compeleceng.2013.10.005 | ||||
| Video summarization based tele-endoscopy: a service to efficiently manage visual data generated during wireless capsule endoscopy procedure. | 2014 | Journal of Medical Systems | 38 | Mehmood I;Sajjad M;Baik SW; | 1573-689X | 10.1007/s10916-014-0109-y | |||||
| Underground sewer pipe condition assessment based on convolutional neural networks | 2019 | Automation in Construction | 106 | Hassan S.;Dang L.;Mehmood I.;Im S.;Choi C.;Kang J.;Park Y.;Moon H. | 0926-5805 | 10.1016/j.autcon.2019.102849 | |||||
| MRT letter: Visual attention driven framework for hysteroscopy video abstraction | 2013 | Microscopy Research and Technique | Ejaz, N.;Mehmood, I.;Baik, S.W.; | 10.1002/jemt.22205 | |||||||
| Erratum to: Video Summarization Based Tele-endoscopy: A Service to Efficiently Manage Visual Data Generated During Wireless Capsule Endoscopy Procedure (Journal of Medical Systems, (2014), 38,(109), DOI:10.1007/s10916-014-0109-y) | 2014 | Journal of Medical Systems | Mehmood, I.;Sajjad, M.;Baik, S.W.; | 10.1007/s10916-014-0130-1 | |||||||
| Sparse coded image super-resolution using K-SVD trained dictionary based on regularized orthogonal matching pursuit | 2015 | Bio-Medical Materials and Engineering | Sajjad, M.;Mehmood, I.;Baik, S.W.; | 10.3233/BME-151438 | |||||||
| Image super-resolution using sparse coding over redundant dictionary based on effective image representations | 2015 | Journal of Visual Communication and Image Representation | Sajjad, M.;Mehmood, I.;Baik, S.W.; | 10.1016/j.jvcir.2014.10.012 | |||||||
| Facial appearance and texture feature-based robust facial expression recognition framework for sentiment knowledge discovery | 2017 | Cluster Computing | Sajjad, M.;Shah, A.;Jan, Z.;Shah, S.I.;Baik, S.W.;Mehmood, I.; | 10.1007/s10586-017-0935-z | |||||||
| A review on automated diagnosis of malaria parasite in microscopic blood smears images | 2017 | Multimedia Tools and Applications | Jan, Z.;Khan, A.;Sajjad, M.;Muhammad, K.;Rho, S.;Mehmood, I.; | 10.1007/s11042-017-4495-2 | |||||||
| Mobile-cloud assisted video summarization framework for efficient management of remote sensing data generated by wireless capsule sensors. | 2014 | Sensors | 14 | Mehmood I;Sajjad M;Baik SW; | 1424-8220 | 10.3390/s140917112 | |||||
| Saliency-directed prioritization of visual data in wireless surveillance networks | 2015 | Information Fusion | 24 | 16 - 30 | Mehmood I.;Sajjad M.;Ejaz W.;Baik S. | 1566-2535 | 10.1016/j.inffus.2014.07.002 | ||||
| Kernel Context Recommender System (KCR): A Scalable Context-Aware Recommender System Algorithm | 2019 | Ieee Access | 7 | 24719 - 24737 | Iqbal M.;Ghazanfar M.;Sattar A.;Maqsood M.;Khan S.;Mehmood I.;Baik S. | 2169-3536 | 10.1109/ACCESS.2019.2897003 | ||||
| Social media signal detection using tweets volume, hashtag, and sentiment analysis | 2019 | Multimedia Tools and Applications | 78 | 3553 - 3586 | Nazir F.;Ghazanfar M.;Maqsood M.;Aadil F.;Rho S.;Mehmood I. | 1380-7501 | 10.1007/s11042-018-6437-z | ||||
| Toward Generating Human-Centered Video Annotations | 2019 | Circuits, Systems, and Signal Processing | Dilawari A.;Khan M.;ur Rehman Z.;Awan K.;Mehmood I.;Rho S. | 0278-081X | 10.1007/s00034-019-01143-9 | ||||||
| Cerebral micro-bleeding identification based on a nine-layer convolutional neural network with stochastic pooling | 2019 | Concurrency Computation Practice and Experience | Wang S.;Sun J.;Mehmood I.;Pan C.;Chen Y.;Zhang Y. | 1532-0626 | 10.1002/cpe.5130 | ||||||
| Multi-scale contrast and relative motion-based key frame extraction | 2018 | Eurasip Journal on Image and Video Processing | 2018 | Ejaz N.;Baik S.;Majeed H.;Chang H.;Mehmood I. | 1687-5176 | 10.1186/s13640-018-0280-z | |||||
| Ranking authors in an academic network using social network measures | 2018 | Applied Sciences | 8 | 1824 | Bibi F.;Khan H.;Iqbal T.;Farooq M.;Mehmood I.;Nam Y. | 2076-3417 | MDPI | 10.3390/app8101824 | |||
| A robust regression-based stock exchange forecasting and determination of correlation between stock markets | 2018 | Sustainability | 10 | Khan U.;Aadil F.;Ghazanfar M.;Khan S.;Metawa N.;Muhammad K.;Mehmood I.;Nam Y. | 2071-1050 | 10.3390/su10103702 | |||||
| Understanding citizen issues through reviews: A step towards data informed planning in Smart Cities | 2018 | Applied Sciences | 8 | 1589 | Dilawar N.;Majeed H.;Beg M.;Ejaz N.;Muhammad K.;Mehmood I.;Nam Y. | 2076-3417 | https://doi.org/10.3390/app8091589 | ||||
| Clustering algorithm for internet of vehicles (IoV) based on dragonfly optimizer (CAVDO) | 2018 | Journal of Supercomputing | 74 | 4542 - 4567 | Aadil F.;Ahsan W.;Rehman Z.;Shah P.;Rho S.;Mehmood I. | 0920-8542 | 10.1007/s11227-018-2305-x |