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Biography

I have been involved in the IT industry and academia for over a decade. Now serving as Assistant Professor in Applied Artificial Intelligence, School of Electrical Engineering and Computer Science, Media, Design and Technology, University of Bradford, UK. My current research mainly focuses on the design and analysis of advanced computer vision algorithms and applications. My research is focused on Image/Video Processing with emphasis on video summarization for the extractions of semantically significant contents from videos, which can play a vital role in various applications such as surveillance, medical imaging data management, supports of video and movies’ highlight/trailer generation etc. My research interests are in the fields of computer vision, image processing, and pattern recognition with an emphasis on the automated extraction of semantically significant information from medical images/videos. I am an active interdisciplinary and multidisciplinary researcher, publishing refereed journal and conference papers in the diverse fields of medical imaging, video surveillance, image reconstruction and steganography. My research is focused on basic and applied areas such as image and scene segmentation, motion and video analysis, perceptual grouping, shape analysis, visual attention modelling, and medical image perception modelling. I have worked on applications of video summarization, steganography, deep learning and image super-resolution.

Research

  • AI-assisted healthcare solutions and applications
  • Visual Computing with a focus on medical imaging analysis
  • Video Surveillance
  • Fire/Smoke detection and Scene Analysis

  • Video Summarization
  • Computer Vision and Pattern Analysis

Teaching

Teaching interests

Teaching related:

  1. AI Methods and Tools
  2. Machine Learning Methods and Models
  3. Data Science for AI
  4. Discipline-specific AI Project
  5. The Applied AI Professional
  6. Industrial AI Project
  7. Advanced IA Methods and Tools
Research related: 
  1. Automation and Role fo AI 
  2. Visual Computing
  3. Intelligent Agents
  4. Deep Learning and either emerging AI technologies: Challenges and Opportunities
  5. Knowledge Representation and Reasoning (KRR) in Visual Analytics

Publications

Peer Reviewed Journal
TitleAn efficient false-positive reduction system for cerebral microbleeds detection (2021)
AuthorsAfzal S.;Maqsood M.;Mehmood I.;Niaz M.T.;Seo S.
JournalComputers, Materials and Continua
DOI10.32604/cmc.2021.013966
 
TitleAn LSTM based forecasting for major stock sectors using COVID sentiment (2021)
AuthorsJabeen A.;Afzal S.;Maqsood M.;Mehmood I.;Yasmin S.;Niaz M.T.;Nam Y.
JournalComputers, Materials and Continua
DOI10.32604/cmc.2021.014598
 
TitleMulti-modal data analysis based game player experience modeling using lstm-dnn (2021)
AuthorsFarooq S.S.;Fiaz M.;Mehmood I.;Bashir A.K.;Nawaz R.;Kim K.J.;Jung S.K.
JournalComputers, Materials and Continua
DOI10.32604/cmc.2021.015612
 
TitleA residual-learning-based multi-scale parallel-convolutions-assisted efficient cad system for liver tumor detection (2021)
AuthorsMaqsood M.;Bukhari M.;Ali Z.;Gillani S.;Mehmood I.;Rho S.;Jung Y.A.
JournalMathematics
DOI10.3390/math9101133
 
TitleAn Efficient Gait Recognition Method for Known and Unknown Covariate Conditions (2021)
AuthorsBukhari M.;Bajwa K.B.;Gillani S.;Maqsood M.;Durrani M.Y.;Mehmood I.;Ugail H.;Rho S.
JournalIeee Access
DOI10.1109/ACCESS.2020.3047266
 
TitleSocial distancing enhanced automated optimal design of physical spaces in the wake of the COVID-19 pandemic (2021)
AuthorsUgail 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.
JournalSustainable Cities and Society
DOI10.1016/j.scs.2021.102791
 
TitleA study of deep learning-based face recognition models for sibling identification (2021)
AuthorsGoel R.;Mehmood I.;Ugail H.
JournalSensors
DOI10.3390/s21155068
 
TitleA Smart Surveillance System for Uncooperative Gait Recognition Using Cycle Consistent Generative Adversarial Networks (CCGANs) (2021)
AuthorsAlsaggaf W.A.;Mehmood I.;Khairullah E.F.;Alhuraiji S.;Sabir M.F.S.;Alghamdi A.S.;Abd El-Latif A.A.
JournalComputational Intelligence and Neuroscience
DOI10.1155/2021/3110416
 
TitleExploring the Role of Deep Learning in Industrial Applications: A Case Study on Coastal Crane Casting Recognition (2021)
AuthorsMaqsood M.;Mehmood I.;Kharel R.;Muhammad K.;Lee J.;Alnumay W.S.
JournalHuman-Centric Computing And Information Sciences
DOI10.22967/HCIS.2021.11.020
 
TitleAn efficient da-net architecture for lung nodule segmentation (2021)
AuthorsMaqsood M.;Yasmin S.;Mehmood I.;Bukhari M.;Kim M.
JournalMathematics
DOI10.3390/math9131457
 
TitleQuantum-Inspired Blockchain-Based Cybersecurity: Securing Smart Edge Utilities in IoT-Based Smart Cities (2021)
AuthorsAbd El-Latif A.A.;Abd-El-Atty B.;Mehmood I.;Muhammad K.;Venegas-Andraca S.E.;Peng J.
JournalInformation Processing and Management
DOI10.1016/j.ipm.2021.102549
 
TitleFinding temporal influential users in social media using association rule learning (2020)
AuthorsShazad B.;Khan H.U.;Zahoor-Ur-rehman ;Farooq M.;Mahmood A.;Mehmood I.;Rho S.;Nam Y.
JournalIntelligent Automation and Soft Computing
DOI10.31209/2019.100000130
 
TitleEdge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments (2020)
AuthorsMuhammad K.;Khan S.;Palade V.;Mehmood I.;De Albuquerque V.
JournalIEEE Transactions on Industrial Informatics
DOI10.1109/TII.2019.2915592
 
TitleMobility Enabled Security for Optimizing IoT based Intelligent Applications (2020)
AuthorsPirbhulal S.;Wu W.;Muhammad K.;Mehmood I.;Li G.;De Albuquerque V.H.C.
JournalIEEE Network
DOI10.1109/MNET.001.1800547
 
TitleGeo-Social Top-k and Skyline Keyword Queries on Road Networks (2020)
AuthorsAttique M.;Afzal M.;Ali F.;Mehmood I.;Ijaz M.;Cho H.
JournalSensors
DOI10.3390/s20030798
 
TitleA deep feature-based real-time system for Alzheimer disease stage detection (2020)
AuthorsNawaz H.;Maqsood M.;Afzal S.;Aadil F.;Mehmood I.;Rho S.
JournalMultimedia Tools and Applications
DOI10.1007/s11042-020-09087-y
 
TitleRegion-of-Interest Based Transfer Learning Assisted Framework for Skin Cancer Detection (2020)
AuthorsAshraf R.;Afzal S.;Rehman A.U.;Gul S.;Baber J.;Bakhtyar M.;Mehmood I.;Song O.Y.;Maqsood M.
JournalIeee Access
DOI10.1109/ACCESS.2020.3014701
 
TitleA New Chaotic Map with Dynamic Analysis and Encryption Application in Internet of Health Things (2020)
AuthorsTsafack 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.
JournalIeee Access
DOI10.1109/ACCESS.2020.3010794
 
TitleA Spectrogram-Based Deep Feature Assisted Computer-Aided Diagnostic System for Parkinson's Disease (2020)
AuthorsZahid L.;Maqsood M.;Durrani M.Y.;Bakhtyar M.;Baber J.;Jamal H.;Mehmood I.;Song O.Y.
JournalIeee Access
DOI10.1109/ACCESS.2020.2974008
 
TitleUAV based wilt detection system via convolutional neural networks (2019)
AuthorsDang, L.M.; Hassan, S.I.; Suhyeon, I.; Sangaiah, A.K.; Mehmood, Irfan; Rho, S.; Seo, S.; Moon, H.
 
TitleUnderground sewer pipe condition assessment based on convolutional neural networks (2019)
AuthorsHassan S.;Dang L.;Mehmood I.;Im S.;Choi C.;Kang J.;Park Y.;Moon H.
JournalAutomation in Construction
DOI10.1016/j.autcon.2019.102849
 
TitleEfficient Image Recognition and Retrieval on IoT-Assisted Energy-Constrained Platforms From Big Data Repositories (2019)
AuthorsMehmood I.;Ullah A.;Muhammad K.;Deng D.J.;Meng W.;Al-Turjman F.;Sajjad M.;De Albuquerque V.H.C.
JournalIeee Internet Of Things Journal
DOI10.1109/JIOT.2019.2896151
 
TitleA local and global event sentiment based efficient stock exchange forecasting using deep learning (2019)
AuthorsMaqsood H.;Mehmood I.;Maqsood M.;Yasir M.;Afzal S.;Aadil F.;Selim M.;Muhammad K.
JournalInternational Journal of Information Management
DOI10.1016/j.ijinfomgt.2019.07.011
 
TitleAn intelligent event-sentiment-based daily foreign exchange rate forecasting system (2019)
AuthorsYasir M.;Durrani M.;Afzal S.;Maqsood M.;Aadil F.;Mehmood I.;Rho S.
JournalApplied Sciences
DOI10.3390/app9152980
 
Book Chapters
TitleA segmentation-less efficient alzheimer detection approach using hybrid image features (2019)
AuthorsAfzal S.;Javed M.;Maqsood M.;Aadil F.;Rho S.;Mehmood I.
JournalHandbook of Multimedia Information Security: Techniques and Applications
DOI10.1007/978-3-030-15887-3_20
 
Other Publications
Other typeReviews
TitleAlzheimer disease detection techniques and methods: A review (2021)
AuthorsAfzal S.;Maqsood M.;Khan U.;Mehmood I.;Nawaz H.;Aadil F.;Song O.Y.;Nam Y.
JournalInternational Journal of Interactive Multimedia and Artificial Intelligence
DOI10.9781/ijimai.2021.04.005
 
Other typeEditorial
TitleTowards smarter cities: Learning from Internet of Multimedia Things-generated big data (2020)
AuthorsBellavista P.;Ota K.;Lv Z.;Mehmood I.;Rho S.
JournalFuture Generation Computer Systems
DOI10.1016/j.future.2019.06.003
 
Title Author(s)
Automated Gland Detection in Colorectal Histopathological Images (2022)Al Zorgani M.M.;Mehmood I.;Ugail H.
Learning Transferable Features for Diagnosis of Breast Cancer from Histopathological Images (2022)Al Zorgani M.M.;Mehmood I.;Ugail H.
Deep YOLO-Based Detection of Breast Cancer Mitotic-Cells in Histopathological Images (2022)Al Zorgani M.M.;Mehmood I.;Ugail H.
Detection of Speech Impairments in Parkinson Disease Using Handcrafted Feature-Based Model on Spanish Speech Corpus (2020)Zahid L.;Maqsood M.;Farooq S.S.;Aadil F.;Mehmood I.;Fiaz M.;Jung S.K.
Cast shadow generation using generative adversarial networks (2020)Taif K.;Ugail H.;Mehmood I.
An Efficient Liver Tumor Detection using Machine Learning (2020)Kalsoom A.;Moin A.;Maqsood M.;Mehmood I.;Rho S.
An Activity Recognition Framework for Overlapping Activities using Transfer Learning (2020)Bilal M.;Maqsood M.;Mehmood I.;Javaid M.;Rho S.
A Trust Assisted Matrix Factorization based Improved Product Recommender System (2020)Rahim A.;Maqsood M.;Mehmood I.;Muhammad K.;Kim M.
On Rearranging Physical Spaces for Enhancing Social Distancing Measures to Combat the COVID-19 Infection Rates (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.
An Optimisation Model for Designing Social Distancing Enhanced Physical Spaces (2020)Ugail H.;Aggarwal R.;Iglesias A.;Suarez P.;Maqsood M.;Aadil F.;Campuzano A.;Gleghorn S.;Mehmood I.;Taif K.
An efficient cryptosystem based on the logistic-chebyshev map (2019)Abd-El-Atty B.;Amin M.;Abd-El-Latif A.;Ugail H.;Mehmood I.
Real-time video dehazing for industrial image processing (2019)Ullah H.;Mehmood I.