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• affiliation:Qatar University, Department of Computer Science and Engineering, Doha, Qatar

• 2025
• 
  [j110]
  Najmath Ottakath,Younes Akbari,Somaya Al-Máadeed,Muhammad E. H. Chowdhury,Susu M. Zughaier,Ahmed Bouridane,Kishor Kumar Sadasivuni:
  MSEUnet: Refined Intima-media segmentation of the carotid artery based on a multi-scale approach using patch-wise dice loss.Biomed. Signal Process. Control.100:107077 (2025)
• 
  [j109]
  Afnan Al-Ali,Raseena M. Haris,Younes Akbari,Moutaz Saleh,Somaya Al-Máadeed,Rajesh Kumar Muthu:
  Integrating binary classification and clustering for multi-class dysarthria severity level classification: a two-stage approach.Clust. Comput.28(2):136 (2025)
• 
  [j108]
  Mays Alshaikhli,Somaya Al-Máadeed,Moutaz Saleh:
  Enhancing Scalability and Network Efficiency in IOTA Tangle Networks: A POMDP-Based Tip Selection Algorithm.Comput.14(4):117 (2025)
• 
  [j107]
  Omar Elharrouss,Younes Akbari,Noor Almadeed,Somaya Al-Máadeed,Fouad Khelifi,Ahmed Bouridane:
  PDC-ViT: source camera identification using pixel difference convolution and vision transformer.Neural Comput. Appl.37(9):6933-6949 (2025)
• 
  [e3]
  Akram Bennour,Ahmed Bouridane,Somaya Almaadeed,Bassem Bouaziz,Eran A. Edirisinghe:
  Intelligent Systems and Pattern Recognition - 4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024, Revised Selected Papers, Part I.Communications in Computer and Information Science 2303,Springer2025, ISBN978-3-031-82149-3[contents]
• 
  [e2]
  Akram Bennour,Ahmed Bouridane,Somaya Almaadeed,Bassem Bouaziz,Eran A. Edirisinghe:
  Intelligent Systems and Pattern Recognition - 4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024, Revised Selected Papers, Part II.Communications in Computer and Information Science 2304,Springer2025, ISBN978-3-031-82152-3[contents]
• 
  [e1]
  Akram Bennour,Ahmed Bouridane,Somaya Almaadeed,Bassem Bouaziz,Eran A. Edirisinghe:
  Intelligent Systems and Pattern Recognition - 4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024, Revised Selected Papers, Part III.Communications in Computer and Information Science 2305,Springer2025, ISBN978-3-031-82155-4[contents]
• 
  [i20]
  Omar Elharrouss,Younes Akbari,Noor Almaadeed,Somaya Al-Máadeed,Fouad Khelifi,Ahmed Bouridane:
  PDC-ViT : Source Camera Identification using Pixel Difference Convolution and Vision Transformer.CoRRabs/2501.16227 (2025)
• 2024
• 
  [j106]
  Hasan Abbas Al-Mohammed,Elias Yaacoub,Khalid Abualsaud,Somaya Ali Al-Máadeed:
  Using Quantum Key Distribution With Free Space Optics to Secure Communications in High-Speed Trains.IEEE Access12:43560-43574 (2024)
• 
  [j105]
  Abdel Ghani Karkar,Muhammad E. H. Chowdhury,Naveed Nawaz,Somaya Al-Máadeed:
  Surround-Screen Mobile Based Projection: Design and Implementation of Mobile Cave Virtual Reality.IEEE Access12:45094-45101 (2024)
• 
  [j104]
  Afnan Al-Ali,Sumaya Ali S. A. Al-Máadeed,Moutaz Saleh Mustafa Saleh,Rani Chinnappa Naidu,Zachariah C. Alex,Prakash Ramachandran,Rajeev Khoodeeram,Rajesh Kumar Muthu:
  The Detection of Dysarthria Severity Levels Using AI Models: A Review.IEEE Access12:48223-48238 (2024)
• 
  [j103]
  S. E. H. Rizvi,Faizan Danish,Rafia Jan,Ismail A. Mageed,Somaya Al-Máadeed,Jihad Mohamad Al Ja'am:
  Heuristic Algorithm for Obtaining Approximate Optimum Stratification With Mixture of Ratio and Product Estimators.IEEE Access12:105803-105810 (2024)
• 
  [j102]
  Najmath Ottakath,Younes Akbari,Sumaya Ali S. A. Al-Máadeed,Ahmed Bouridane,Susu M. Zughaier,Muhammad E. H. Chowdhury:
  Bi-attention DoubleUNet: A deep learning approach for carotid artery segmentation in transverse view images for non-invasive stenosis diagnosis.Biomed. Signal Process. Control.94:106350 (2024)
• 
  [j101]
  Omar Elharrouss,Younes Akbari,Noor Almadeed,Somaya Al-Máadeed:
  Backbones-review: Feature extractor networks for deep learning and deep reinforcement learning approaches in computer vision.Comput. Sci. Rev.53:100645 (2024)
• 
  [j100]
  Sakib Mahmud,Muhammad E. H. Chowdhury,Serkan Kiranyaz,Nasser Al-Emadi,Anas M. Tahir,Md. Shafayet Hossain,Amith Khandakar,Somaya Al-Máadeed:
  Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN.Eng. Appl. Artif. Intell.128:107514 (2024)
• 
  [j99]
  Promit Basak,A. H. M. Nazmus Sakib,Muhammad E. H. Chowdhury,Nasser Al-Emadi,Huseyin Cagatay Yalcin,Shona Pedersen,Sakib Mahmud,Serkan Kiranyaz,Somaya Al-Máadeed:
  A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN.Expert Syst. Appl.235:121196 (2024)
• 
  [j98]
  Younes Akbari,Somaya Al-Máadeed,Omar Elharrouss,Najmath Ottakath,Fouad Khelifi:
  Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone.Expert Syst. Appl.238(Part A):121603 (2024)
• 
  [j97]
  Jayakanth Kunhoth,Somaya Al-Máadeed,Suchithra Kunhoth,Younes Akbari,Moutaz Saleh:
  Automated systems for diagnosis of dysgraphia in children: a survey and novel framework.Int. J. Document Anal. Recognit.27(4):707-735 (2024)
• 
  [j96]
  Muhammad Waqas,Muhammad Atif Tahir,Muhammad Danish Author,Somaya Al-Máadeed,Ahmed Bouridane,Jia Wu:
  Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer.Neural Comput. Appl.36(12):6659-6680 (2024)
• 
  [j95]
  Younes Akbari,Abdulaziz Al-Binali,Ali Al-Mohannadi,Nawaf Al-Hemaidi,Omar Elharrouss,Somaya Al-Máadeed:
  A New Framework for Smart Doors Using mmWave Radar and Camera-Based Face Detection and Recognition Techniques.Sensors24(1):172 (2024)
• 
  [j94]
  Philip Easom-McCaldin,Ahmed Bouridane,Ammar Belatreche,Richard Jiang,Somaya Al-Máadeed:
  Efficient Quantum Image Classification Using Single Qubit Encoding.IEEE Trans. Neural Networks Learn. Syst.35(2):1472-1486 (2024)
• 
  [c107]
  Faseela Abdullakutty,Somaya Al-Máadeed,Usman Naseem:
  Context-Aware Offensive Meme Detection: A Multi-Modal Zero-Shot Approach with Caption-Enhanced Classification.ICDM (Workshops)2024:137-145
• 
  [c106]
  Abdulrahman Soliman,Somaya Al-Máadeed,Amr Mohamed:
  Adaptive DRL Specular Reflection Removal for Enhanced Polyps Detection.ICPRAI (2)2024:65-75
• 
  [c105]
  Rozah AlKhater,Somaya Al-Máadeed:
  Cancer Classification in Breast Imaging via Enhanced CNN Deep Learning Architecture.ISPR (3)2024:227-239
• 
  [c104]
  Rozah AlKhater,Somaya Al-Máadeed:
  Automated Breast Cancer Detection: A Review.ISPR (3)2024:297-310
• 
  [c103]
  Nema Ahmed,Somaya Al-Máadeed:
  Enhancing Post-Disaster Survivor Detection Using UAV Imagery and Transfer Learning Strategies.IWCMC2024:220-225
• 
  [c102]
  Reem Tluli,Somaya Al-Máadeed:
  Pose Estimation of Physiotherapy Exercises using ML Techniques.IWCMC2024:655-661
• 
  [c101]
  Faseela Abdullakutty,Somaya Al-Máadeed,Usman Naseem:
  Prompt Strategies for Sarcastic Meme Detection: A Comparative Analysis.WISE (PhD Symposium, Demos and Workshops)2024:285-298
• 
  [i19]
  Kholoud AlDosari,AIbtisam Osman,Omar Elharrouss,Somaya Almaadeed,Mohamed Zied Chaari:
  Drone-type-Set: Drone types detection benchmark for drone detection and tracking.CoRRabs/2405.10398 (2024)
• 
  [i18]
  Faseela Abdullakutty,Younes Akbari,Somaya Al-Máadeed,Ahmed Bouridane,Rifat Hamoudi:
  Advancing Histopathology-Based Breast Cancer Diagnosis: Insights into Multi-Modality and Explainability.CoRRabs/2406.12897 (2024)
• 
  [i17]
  Jayakanth Kunhoth,Somaya Al-Máadeed,Moutaz Saleh Mustafa Saleh,Younes Akbari:
  Multimodal Ensemble with Conditional Feature Fusion for Dysgraphia Diagnosis in Children from Handwriting Samples.CoRRabs/2408.13754 (2024)
• 
  [i16]
  Suchithra Kunhoth,Somaya Al-Máadeed,Younes Akbari,Rafif Al-Saady:
  Computational Methods for Breast Cancer Molecular Profiling through Routine Histopathology: A Review.CoRRabs/2412.10392 (2024)
• 2023
• 
  [j93]
  Younes Akbari,Al Anood Najeeb,Sumaya Ali S. A. Al-Máadeed,Omar Elharrouss,Fouad Khelifi,Ashref Lawgaly:
  A New Dataset for Forged Smartphone Videos Detection: Description and Analysis.IEEE Access11:70387-70395 (2023)
• 
  [j92]
  Jayakanth Kunhoth,Somaya Al-Máadeed,Moutaz Saleh Mustafa Saleh,Younes Akbari:
  Exploration and analysis of On-Surface and In-Air handwriting attributes to improve dysgraphia disorder diagnosis in children based on machine learning methods.Biomed. Signal Process. Control.83:104715 (2023)
• 
  [j91]
  Kanchon Kanti Podder,Muhammad Enamul Hoque Chowdhury,Sumaya Almaadeed,Naima Nasrin Nisha,Sakib Mahmud,Fatema Hamadelneil,Taif Almkhlef,Hind Aljofairi,Adam Mushtak,Amith Khandakar,Susu M. Zughaier:
  Deep learning-based middle cerebral artery blood flow abnormality detection using flow velocity waveform derived from transcranial Doppler ultrasound.Biomed. Signal Process. Control.85:104882 (2023)
• 
  [j90]
  Yassine Himeur,Somaya Al-Máadeed,Hamza Kheddar,Noor Al-Máadeed,Khalid Abualsaud,Amr Mohamed,Tamer Khattab:
  Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization.Eng. Appl. Artif. Intell.119:105698 (2023)
• 
  [j89]
  Jezia Zakraoui,Moutaz Saleh Mustafa Saleh,Somaya Al-Máadeed,Jihad Mohamad Al'Jaam:
  A study of children emotion and their performance while handwriting Arabic characters using a haptic device.Educ. Inf. Technol.28(2):1783-1808 (2023)
• 
  [j88]
  Jayakanth Kunhoth,Somaya Al-Máadeed,Moutaz Saleh Mustafa Saleh,Younes Akbari:
  CNN feature and classifier fusion on novel transformed image dataset for dysgraphia diagnosis in children.Expert Syst. Appl.231:120740 (2023)
• 
  [j87]
  Najmath Ottakath,Abdulla K. Al-Ali,Somaya Al-Máadeed,Omar Elharrouss,Amr Mohamed:
  Enhanced computer vision applications with blockchain: A review of applications and opportunities.J. King Saud Univ. Comput. Inf. Sci.35(10):101801 (2023)
• 
  [j86]
  Hamza Kheddar,Yassine Himeur,Sumaya Almaadeed,Abbes Amira,Faycal Bensaali:
  Deep transfer learning for automatic speech recognition: Towards better generalization.Knowl. Based Syst.277:110851 (2023)
• 
  [j85]
  Jayakanth Kunhoth,Nandhini Subramanian,Somaya Al-Máadeed,Ahmed Bouridane:
  Video steganography: recent advances and challenges.Multim. Tools Appl.82(27):41943-41985 (2023)
• 
  [j84]
  Younes Akbari,Omar Elharrouss,Somaya Al-Máadeed:
  Feature fusion based on joint sparse representations and wavelets for multiview classification.Pattern Anal. Appl.26(2):645-653 (2023)
• 
  [j83]
  Najmath Ottakath,Somaya Al-Máadeed:
  Vehicle Instance Segmentation Polygonal Dataset for a Private Surveillance System.Sensors23(7):3642 (2023)
• 
  [j82]
  Yassine Himeur,Somaya Al-Máadeed,Iraklis Varlamis,Noor Al-Máadeed,Khalid Abualsaud,Amr Mohamed:
  Face Mask Detection in Smart Cities Using Deep and Transfer Learning: Lessons Learned from the COVID-19 Pandemic.Syst.11(2):107 (2023)
• 
  [c100]
  Omar Elharrouss,Soukaina Elidrissi Elkaitouni,Younes Akbari,Somaya Al-Máadeed,Ahmed Bouridane:
  Attention-based Network for Image/Video Salient Object Detection.EUVIP2023:1-6
• 
  [c99]
  Mostafa Abdelhamid,Mohammed Alhato,Ali Elmancy,Somaya Al-Máadeed,Omar Elharrouss:
  Intelligent Brain Tumor Detector.ISNCC2023:1-6
• 
  [c98]
  Younes Akbari,Jayakanth Kunhoth,Omar Elharrouss,Somaya Al-Máadeed,Khalid Abualsaud,Amr Mohamed,Tamer Khattab:
  Indoor Multi-Lingual Scene Text Database with Different Views.ISNCC2023:1-6
• 
  [c97]
  Muna Al-Fadhli,Somaya Al-Máadeed,Nuri Cihat Onat,Abdelhamid Abdessadok:
  A Data-Driven Approach to Assessing Digital Transformation Maturity Factors in Government Institutes.ISNCC2023:1-8
• 
  [c96]
  Chaza Araji,Ayaa Zahra,Leen Alinsari,Maryam Al-aloosi,Omar Elharrouss,Somaya Al-Máadeed:
  Multi-scale-based Network for Image Dehazing.ISNCC2023:1-5
• 
  [c95]
  Dareen Douglas,Nada Ben Hassen,Asmaa Aslam,Omar Elharrouss,Somaya Al-Máadeed:
  Face Anti-Spoofing Detection Using Structure-Texture Decomposition.ISNCC2023:1-5
• 
  [c94]
  Najmath Ottakath,Younes Akbari,Somaya Al-Máadeed,Ahmed Bouridane,Fouad Khelifi:
  Exploring Classification Models for Video Source Device Identification: A Study of CNN-SVM and Softmax Classifier.ISNCC2023:1-6
• 
  [c93]
  Sabiha Yousuf,Roudha Al-Mannai,Bana Al-Naemi,Somaya Al-Máadeed,Naveed Nawaz,Mohamed Zied Chaari:
  Smart System for a Self-Driving Scooter Prototype.ISNCC2023:1-5
• 
  [i15]
  Hamza Kheddar,Yassine Himeur,Somaya Al-Máadeed,Abbes Amira,Faycal Bensaali:
  Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization.CoRRabs/2304.14535 (2023)
• 
  [i14]
  Omar Elharrouss,Kawther Hassine,Ayman Zayyan,Zakariyae Chatri,Noor Almaadeed,Somaya Al-Máadeed,Khalid Abualsaud:
  3D objects and scenes classification, recognition, segmentation, and reconstruction using 3D point cloud data: A review.CoRRabs/2306.05978 (2023)
• 
  [i13]
  Promit Basak,A. H. M. Nazmus Sakib,Muhammad E. H. Chowdhury,Nasser Al-Emadi,Huseyin Cagatay Yalcin,Shona Pedersen,Sakib Mahmud,Serkan Kiranyaz,Somaya Al-Máadeed:
  A Novel Deep Learning Technique for Morphology Preserved Fetal ECG Extraction from Mother ECG using 1D-CycleGAN.CoRRabs/2310.03759 (2023)
• 
  [i12]
  Afnan Al-Ali,Somaya Al-Máadeed,Moutaz Saleh Mustafa Saleh,Rani Chinnappa Naidu,Zachariah C. Alex,Prakash Ramachandran,Rajeev Khoodeeram,Rajesh Kumar Muthu:
  Classification of Dysarthria based on the Levels of Severity. A Systematic Review.CoRRabs/2310.07264 (2023)
• 2022
• 
  [j81]
  Omar Elharrouss,Noor Almaadeed,Khalid Abualsaud,Somaya Al-Máadeed,Ali Al-Ali,Amr Mohamed:
  FSC-Set: Counting, Localization of Football Supporters Crowd in the Stadiums.IEEE Access10:10445-10459 (2022)
• 
  [j80]
  Younes Akbari,Somaya Ali Al-Máadeed,Noor Al-Máadeed,Al Anood Najeeb,Afnan Al-Ali,Fouad Khelifi,Ashref Lawgaly:
  A New Forensic Video Database for Source Smartphone Identification: Description and Analysis.IEEE Access10:20080-20091 (2022)
• 
  [j79]
  Hanadi Hassen Mohammed,Junaid Malik,Somaya Al-Máadeed,Serkan Kiranyaz:
  2D Self-organized ONN model for Handwritten Text Recognition.Appl. Soft Comput.127:109311 (2022)
• 
  [j78]
  Ali Riahi,Omar Elharrouss,Somaya Al-Máadeed:
  BEMD-3DCNN-based method for COVID-19 detection.Comput. Biol. Medicine142:105188 (2022)
• 
  [j77]
  Nandhini Subramanian,Omar Elharrouss,Somaya Al-Máadeed,Muhammad Enamul Hoque Chowdhury:
  A review of deep learning-based detection methods for COVID-19.Comput. Biol. Medicine143:105233 (2022)
• 
  [j76]
  Anas M. Tahir,Yazan Qiblawey,Amith Khandakar,Tawsifur Rahman,Uzair Khurshid,Farayi Musharavati,Mohammad Tariqul Islam,Serkan Kiranyaz,Somaya Al-Máadeed,Muhammad Enamul Hoque Chowdhury:
  Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images.Cogn. Comput.14(5):1752-1772 (2022)
• 
  [j75]
  Younes Akbari,Somaya Al-Máadeed,Omar Elharrouss,Fouad Khelifi,Ashref Lawgaly,Ahmed Bouridane:
  Digital forensic analysis for source video identification: A survey.Digit. Investig.41:301390 (2022)
• 
  [j74]
  Najmath Ottakath,Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed,Amr Mohamed,Tamer Khattab,Khalid Abualsaud:
  ViDMASK dataset for face mask detection with social distance measurement.Displays73:102235 (2022)
• 
  [j73]
  Osama Halabi,Somaya Al-Máadeed,Mary Puthern,Perumal Balakrishnan,Sherine El-Menshawy:
  3D GIS Interactive Visualization of the Archaeological Sites in Qatar for Research and Learning.Int. J. Emerg. Technol. Learn.17(1) (2022)
• 
  [j72]
  Kalthoum Adam,Sumaya Ali S. A. Al-Máadeed,Younes Akbari:
  Hierarchical Fusion Using Subsets of Multi-Features for Historical Arabic Manuscript Dating.J. Imaging8(3):60 (2022)
• 
  [j71]
  Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed,Fouad Khelifi:
  Pose-invariant face recognition with multitask cascade networks.Neural Comput. Appl.34(8):6039-6052 (2022)
• 
  [j70]
  Mohamed Elasri,Omar Elharrouss,Somaya Al-Máadeed,Hamid Tairi:
  Image Generation: A Review.Neural Process. Lett.54(5):4609-4646 (2022)
• 
  [j69]
  Omar Elharrouss,Nandhini Subramanian,Somaya Al-Máadeed:
  An Encoder-Decoder-Based Method for Segmentation of COVID-19 Lung Infection in CT Images.SN Comput. Sci.3(1):13 (2022)
• 
  [c92]
  Omar Elharrouss,Noor Almaadeed,Somaya Almaadeed,Khalid Abualsaud,Amr Mohamed,Tamer Khattab:
  Crowd counting Using DRL-based segmentation and RL-based density estimation.AVSS2022:1-8
• 
  [c91]
  Ashref Lawgaly,Fouad Khelifi,Ahmed Bouridane,Somaya Al-Máadeed,Younes Akbari:
  PRNU Estimation based on Weighted Averaging for Source Smartphone Video Identification.CoDIT2022:75-80
• 
  [c90]
  Jayakanth Kunhoth,Somaya Al-Máadeed,Moutaz Saleh Mustafa Saleh,Younus Akbari:
  Machine Learning Methods for Dysgraphia Screening with Online Handwriting Features.ICCA2022:1-6
• 
  [c89]
  Ashref Lawgaly,Fouad Khelifi,Ahmed Bouridane,Somaya Al-Máadeed,Younes Akbari:
  Three Dimensional Denoising Filter For Effective Source Smartphone Video Identification and Verification.ICMLT2022:124-130
• 
  [c88]
  Younes Akbari,Noor Almaadeed,Somaya Al-Máadeed,Fouad Khelifi,Ahmed Bouridane:
  PRNU-Net: a Deep Learning Approach for Source Camera Model Identification based on Videos Taken with Smartphone.ICPR2022:599-605
• 
  [i11]
  Omar Elharrouss,Younes Akbari,Noor Almaadeed,Somaya Al-Máadeed:
  Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches.CoRRabs/2206.08016 (2022)
• 
  [i10]
  Jayakanth Kunhoth,Somaya Al-Máadeed,Suchithra Kunhoth,Younes Akbari:
  Automated Systems For Diagnosis of Dysgraphia in Children: A Survey and Novel Framework.CoRRabs/2206.13043 (2022)
• 2021
• 
  [j68]
  Nandhini Subramanian,Omar Elharrouss,Somaya Al-Máadeed,Ahmed Bouridane:
  Image Steganography: A Review of the Recent Advances.IEEE Access9:23409-23423 (2021)
• 
  [j67]
  Jihad Mohamad Al Ja'am,Ramzi A. Jaber,Somaya Ali Al-Máadeed:
  Novel Ternary Adder and Multiplier Designs Without Using Decoders or Encoders.IEEE Access9:56726-56735 (2021)
• 
  [j66]
  Ayyad Maafiri,Omar Elharrouss,Saad Rfifi,Somaya Ali Al-Máadeed,Khalid Chougdali:
  DeepWTPCA-L1: A New Deep Face Recognition Model Based on WTPCA-L1 Norm Features.IEEE Access9:65091-65100 (2021)
• 
  [j65]
  Ramzi A. Jaber,Jihad Mohamad Jaam,Bilal N. Owaydat,Somaya Ali Al-Máadeed,Abdallah Kassem,Ali Massoud Haidar:
  Ultra-Low Energy CNFET-Based Ternary Combinational Circuits Designs.IEEE Access9:115951-115961 (2021)
• 
  [j64]
  Tawsifur Rahman,Amith Khandakar,Md Enamul Hoque,Nabil Ibtehaz,Saad Bin Abul Kashem,Reehum Masud,Lutfunnahar Shampa,Mohammad Mehedi Hasan,Mohammad Tariqul Islam,Somaya Al-Máadeed,Susu M. Zughaier,Saif Badran,Suhail A. R. Doi,Muhammad Enamul Hoque Chowdhury:
  Development and Validation of an Early Scoring System for Prediction of Disease Severity in COVID-19 Using Complete Blood Count Parameters.IEEE Access9:120422-120441 (2021)
• 
  [j63]
  Nandhini Subramanian,Ismahane Cheheb,Omar Elharrouss,Sumaya Ali S. A. Al-Máadeed,Ahmed Bouridane:
  End-to-End Image Steganography Using Deep Convolutional Autoencoders.IEEE Access9:135585-135593 (2021)
• 
  [j62]
  Jezia Zakraoui,Moutaz Saleh Mustafa,Somaya Al-Máadeed,Jihad Mohamad Al'Jaam:
  Arabic Machine Translation: A Survey With Challenges and Future Directions.IEEE Access9:161445-161468 (2021)
• 
  [j61]
  Younes Akbari,Noor Almaadeed,Somaya Al-Máadeed,Omar Elharrouss:
  Applications, databases and open computer vision research from drone videos and images: a survey.Artif. Intell. Rev.54(5):3887-3938 (2021)
• 
  [j60]
  Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed,Ahmed Bouridane,Azeddine Beghdadi:
  A combined multiple action recognition and summarization for surveillance video sequences.Appl. Intell.51(2):690-712 (2021)
• 
  [j59]
  Tawsifur Rahman,Amith Khandakar,Yazan Qiblawey,Anas M. Tahir,Serkan Kiranyaz,Saad Bin Abul Kashem,Mohammad Tariqul Islam,Somaya Al-Máadeed,Susu M. Zughaier,Muhammad Salman Khan,Muhammad Enamul Hoque Chowdhury:
  Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images.Comput. Biol. Medicine132:104319 (2021)
• 
  [j58]
  Anas M. Tahir,Muhammad Enamul Hoque Chowdhury,Amith Khandakar,Tawsifur Rahman,Yazan Qiblawey,Uzair Khurshid,Serkan Kiranyaz,Nabil Ibtehaz,M. Sohel Rahman,Somaya Al-Máadeed,Sakib Mahmud,Maymouna Ezeddin,Khaled Hameed,Tahir Hamid:
  COVID-19 infection localization and severity grading from chest X-ray images.Comput. Biol. Medicine139:105002 (2021)
• 
  [j57]
  Chawki Djeddi,Imran Siddiqi,Abdeljalil Gattal,Somaya Al-Máadeed,Abdellatif Ennaji:
  Influence of codebook patterns on writer recognition: An experimental study.Expert Syst. J. Knowl. Eng.38(3) (2021)
• 
  [j56]
  Sara Chellali,Somaya Al-Máadeed,Ouassila Kenai,Maamar Ahfir,Walid Hidouci:
  Middle eastern and north african english speech corpus (MENAESC): automatic identification of MENA english accents.Int. Arab J. Inf. Technol.18(1):67-76 (2021)
• 
  [j55]
  Mohamed Zied Chaari,Somaya Almaadeed:
  Increase the Efficiency of IoT Devices by Using the Wireless Power Transmission in the Industrial Revolution 4.0.Int. J. Online Biomed. Eng.17(7):172 (2021)
• 
  [j54]
  Faraz Ahmad Khan,Ahmed Bouridane,Said Boussakta,Richard Jiang,Somaya Almaadeed:
  Secure facial recognition in the encrypted domain using a local ternary pattern approach.J. Inf. Secur. Appl.59:102810 (2021)
• 
  [j53]
  Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed:
  A review of video surveillance systems.J. Vis. Commun. Image Represent.77:103116 (2021)
• 
  [j52]
  Muni Raj Maurya,Najam U. S. Sahar Riyaz,M. Sai Bhargava Reddy,Huseyin Cagatay Yalcin,Hassen M. Ouakad,Issam M. Bahadur,Somaya Al-Máadeed,Kishor Kumar Sadasivuni:
  A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring.Medical Biol. Eng. Comput.59(11):2185-2203 (2021)
• 
  [j51]
  Jezia Zakraoui,Moutaz Saleh Mustafa,Somaya Al-Máadeed,Jihad Mohamad Jaam:
  Improving text-to-image generation with object layout guidance.Multim. Tools Appl.80(18):27423-27443 (2021)
• 
  [j50]
  Abdulnaser Fakhrou,Jayakanth Kunhoth,Sumaya Ali S. A. Al-Máadeed:
  Smartphone-based food recognition system using multiple deep CNN models.Multim. Tools Appl.80(21):33011-33032 (2021)
• 
  [j49]
  Aisha Al-Mohannadi,Somaya Al-Máadeed,Omar Elharrouss,Kishor Kumar Sadasivuni:
  Encoder-Decoder Architecture for Ultrasound IMC Segmentation and cIMT Measurement.Sensors21(20):6839 (2021)
• 
  [j48]
  Omar Elharrouss,Noor Almaadeed,Khalid Abualsaud,Ali Al-Ali,Amr Mohamed,Tamer Khattab,Somaya Al-Máadeed:
  Drone-SCNet: Scaled Cascade Network for Crowd Counting on Drone Images.IEEE Trans. Aerosp. Electron. Syst.57(6):3988-4001 (2021)
• 
  [j47]
  Omar Elharrouss,Noor Al-Máadeed,Somaya Al-Máadeed,Ahmed Bouridane:
  Gait recognition for person re-identification.J. Supercomput.77(4):3653-3672 (2021)
• 
  [j46]
  Abdel Ghani Karkar,Somaya Al-Máadeed,Jayakanth Kunhoth,Ahmed Bouridane:
  CamNav: a computer-vision indoor navigation system.J. Supercomput.77(7):7737-7756 (2021)
• 
  [c87]
  Somaya Al-Máadeed,Jihad M. Alja'am,Batoul Khalifa,Samir Abou Elsaud:
  MOALLEMCorpus: A Large-Scale Multimedia Corpus for Children Education of Arabic Vocabularies.EDUCON2021:885-890
• 
  [c86]
  Zeyad Ali,Moutaz Saleh Mustafa,Somaya Al-Máadeed,Samir Abou Elsaud,Batoul Khalifa,Jihad M. Alja'am,Dominic W. Massaro:
  Understand My World: An Interactive App for Children Learning Arabic Vocabulary.EDUCON2021:1143-1148
• 
  [c85]
  Mays Alshaikhli,Omar Elharrouss,Somaya Al-Máadeed,Ahmed Bouridane:
  Face-Fake-Net: The Deep Learning Method for Image Face Anti-Spoofing Detection : Paper ID 45.EUVIP2021:1-6
• 
  [c84]
  Jezia Zakraoui,Somaya Al-Máadeed,Moutaz Saleh,Jihad M. Alja'am:
  A Study of Children Engagement and Focus During Handwriting in VR with a Haptic Device.ICCTA2021:66-70
• 
  [c83]
  Somaya Al-Máadeed,Batoul Khalifa,Moutaz Saleh Mustafa Saleh,Samir Abou El-Seoud,Jihad M. Alja'am:
  A Haptic Handwriting Device in MOALEM Platform for Arabic Vocabulary Learning.ICL (1)2021:928-938
• 
  [c82]
  Jezia Zakraoui,Somaya Al-Máadeed,Mohamed Samir Abou El-Seoud,Jihad M. Alja'am,Moutaz Saleh:
  A Generative Approach to Enrich Arabic Story Text with Visual Aids.ICSIE2021:47-52
• 
  [i9]
  Muhammad Enamul Hoque Chowdhury,Nabil Ibtehaz,Tawsifur Rahman,Yosra Magdi Salih Mekki,Yazan Qiblawey,Sakib Mahmud,Maymouna Ezeddin,Susu M. Zughaier,Sumaya Ali S. A. Al-Máadeed:
  QUCoughScope: An Artificially Intelligent Mobile Application to Detect Asymptomatic COVID-19 Patients using Cough and Breathing Sounds.CoRRabs/2103.12063 (2021)
• 
  [i8]
  Dawei Du,Longyin Wen,Pengfei Zhu,Heng Fan,Qinghua Hu,Haibin Ling,Mubarak Shah,Junwen Pan,Ali Al-Ali,Amr Mohamed,Bakour Imene,Bin Dong,Binyu Zhang,Bouchali Hadia Nesma,Chenfeng Xu,Chenzhen Duan,Ciro Castiello,Corrado Mencar,Dingkang Liang,Florian Krüger,Gennaro Vessio,Giovanna Castellano,Jieru Wang,Junyu Gao,Khalid Abualsaud,Laihui Ding,Lei Zhao,Marco Cianciotta,Muhammad Saqib,Noor Almaadeed,Omar Elharrouss,Pei Lyu,Qi Wang,Shidong Liu,Shuang Qiu,Siyang Pan,Somaya Al-Máadeed,Sultan Daud Khan,Tamer Khattab,Tao Han,Thomas Golda,Wei Xu,Xiang Bai,Xiaoqing Xu,Xuelong Li,Yanyun Zhao,Ye Tian,Yingnan Lin,Yongchao Xu,Yuehan Yao,Zhenyu Xu,Zhijian Zhao,Zhipeng Luo,Zhiwei Wei,Zhiyuan Zhao:
  VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results.CoRRabs/2107.08766 (2021)
• 
  [i7]
  Omar Elharrouss,Somaya Al-Máadeed,Nandhini Subramanian,Najmath Ottakath,Noor Almaadeed,Yassine Himeur:
  Panoptic Segmentation: A Review.CoRRabs/2111.10250 (2021)
• 2020
• 
  [j45]
  Wadha Abdullah Al-Khater,Somaya Al-Máadeed,Abdulghani Ali Ahmed,Ali Safaa Sadiq,Muhammad Khurram Khan:
  Comprehensive Review of Cybercrime Detection Techniques.IEEE Access8:137293-137311 (2020)
• 
  [j44]
  Younes Akbari,Somaya Al-Máadeed,Kalthoum Adam:
  Binarization of Degraded Document Images Using Convolutional Neural Networks and Wavelet-Based Multichannel Images.IEEE Access8:153517-153534 (2020)
• 
  [j43]
  Alaa Mohammed Moosa,Noor Al-Máadeed,Moutaz Saleh Mustafa,Somaya Ali Al-Máadeed,Jihad Mohamad Al'Jaam:
  Designing a Mobile Serious Game for Raising Awareness of Diabetic Children.IEEE Access8:222876-222889 (2020)
• 
  [j42]
  Ruqayya Awan,Somaya Al-Máadeed,Rafif Al-Saady,Ahmed Bouridane:
  Glandular structure-guided classification of microscopic colorectal images using deep learning.Comput. Electr. Eng.85:106450 (2020)
• 
  [j41]
  Jayakanth Kunhoth,AbdelGhani Karkar,Somaya Al-Máadeed,Abdulla K. Al-Ali:
  Indoor positioning and wayfinding systems: a survey.Hum. centric Comput. Inf. Sci.10:18 (2020)
• 
  [j40]
  Imad Rida,Noor Al-Máadeed,Somaya Al-Máadeed,Sambit Bakshi:
  A comprehensive overview of feature representation for biometric recognition.Multim. Tools Appl.79(7-8):4867-4890 (2020)
• 
  [j39]
  Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed,Younes Akbari:
  Image Inpainting: A Review.Neural Process. Lett.51(2):2007-2028 (2020)
• 
  [c81]
  Dawei Du,Longyin Wen,Pengfei Zhu,Heng Fan,Qinghua Hu,Haibin Ling,Mubarak Shah,Junwen Pan,Ali Al-Ali,Amr Mohamed,Bakour Imene,Bin Dong,Binyu Zhang,Bouchali Hadia Nesma,Chenfeng Xu,Chenzhen Duan,Ciro Castiello,Corrado Mencar,Dingkang Liang,Florian Krüger,Gennaro Vessio,Giovanna Castellano,Jieru Wang,Junyu Gao,Khalid Abualsaud,Laihui Ding,Lei Zhao,Marco Cianciotta,Muhammad Saqib,Noor Almaadeed,Omar Elharrouss,Pei Lyu,Qi Wang,Shidong Liu,Shuang Qiu,Siyang Pan,Somaya Al-Máadeed,Sultan Daud Khan,Tamer Khattab,Tao Han,Thomas Golda,Wei Xu,Xiang Bai,Xiaoqing Xu,Xuelong Li,Yanyun Zhao,Ye Tian,Yingnan Lin,Yongchao Xu,Yuehan Yao,Zhenyu Xu,Zhijian Zhao,Zhipeng Luo,Zhiwei Wei,Zhiyuan Zhao:
  VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results.ECCV Workshops (4)2020:675-691
• 
  [c80]
  Mohamed A. Ali,Ali Jaoua,Somaya Ali Al-Máadeed:
  A novel Conceptual Machine Learning Method using Random Conceptual Decomposition.ICIoT2020:18-22
• 
  [c79]
  Ghaida Saadouli,Maha Ibrahim Elburdani,Razan Mohammed Al-Qatouni,Suchithra Kunhoth,Somaya Al-Máadeed:
  Automatic and Secure Electronic Gate System Using Fusion of License Plate, Car Make Recognition and Face Detection.ICIoT2020:79-84
• 
  [c78]
  Younes Akbari,Hanadi Hassen,Nandhini Subramanian,Jayakanth Kunhoth,Somaya Al-Máadeed,Wael K. M. Alhajyaseen:
  A vision-based zebra crossing detection method for people with visual impairments.ICIoT2020:118-123
• 
  [c77]
  Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed:
  LFR face dataset: Left-Front-Right dataset for pose-invariant face recognition in the wild.ICIoT2020:124-130
• 
  [c76]
  Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed:
  An image steganography approach based on k-least significant bits (k-LSB).ICIoT2020:131-135
• 
  [c75]
  Mohammad Al Ja'afreh,Somaya Al-Máadeed,Jihad M. Alja'am,Abdulmotaleb El-Saddik:
  Towards a Comprehensive Study of Fatigue Deducing Techniques for Evaluating the Quality of Experience of Haptic-Visual Applications.ICIoT2020:339-344
• 
  [c74]
  Amena Jassim Al-Haider,Sakina Mansour Al-Sharshani,Hamean Salem Al-Sheraim,Nandhini Subramanian,Somaya Al-Máadeed,Mohamed Zied Chaari:
  Smart Medicine Planner for Visually Impaired People.ICIoT2020:361-366
• 
  [c73]
  Raseena M. Haris,Somaya Al-Máadeed:
  Integrating Blockchain Technology in 5G enabled IoT: A Review.ICIoT2020:367-371
• 
  [c72]
  Jezia Zakraoui,Moutaz Saleh Mustafa,Usman Asghar,Jihad Mohamad Al Ja'am,Somaya Al-Máadeed:
  Generating Images from Arabic Story-Text using Scene Graph.ICIoT2020:469-475
• 
  [c71]
  AbdelGhani Karkar,Jayakanth Kunhoth,Somaya Al-Máadeed:
  A Scene-to-Speech Mobile based Application: Multiple Trained Models Approach.ICIoT2020:490-497
• 
  [c70]
  Mohamed Zied Chaari,Somaya Al-Máadeed:
  Wireless Power Transmission for the Internet of Things (IoT).ICIoT2020:549-554
• 
  [i6]
  Omar Elharrouss,Nandhini Subramanian,Somaya Al-Máadeed:
  An encoder-decoder-based method for COVID-19 lung infection segmentation.CoRRabs/2007.00861 (2020)
• 
  [i5]
  Tawsifur Rahman,Amith Khandakar,Yazan Qiblawey,Anas M. Tahir,Serkan Kiranyaz,Saad Bin Abul Kashem,Mohammad Tariqul Islam,Somaya Al-Máadeed,Susu M. Zughaier,Muhammad Salman Khan,Muhammad Enamul Hoque Chowdhury:
  Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images.CoRRabs/2012.02238 (2020)

• 2019
• 
  [j38]
  Imad Rida,Noor Al-Máadeed,Somaya Al-Máadeed:
  Robust gait recognition: a comprehensive survey.IET Biom.8(1):14-28 (2019)
• 
  [j37]
  Muhammad Shahid Farid,Arif Mahmood,Somaya Ali Al-Máadeed:
  Multi-focus image fusion using Content Adaptive Blurring.Inf. Fusion45:96-112 (2019)
• 
  [j36]
  Muhammad Shaban,Arif Mahmood,Somaya Ali Al-Máadeed,Nasir M. Rajpoot:
  An information fusion framework for person localization via body pose in spectator crowds.Inf. Fusion51:178-188 (2019)
• 
  [j35]
  Amal Durou,Ibrahim A. Aref,Somaya Al-Máadeed,Ahmed Bouridane,Elhadj Benkhelifa:
  Writer identification approach based on bag of words with OBI features.Inf. Process. Manag.56(2):354-366 (2019)
• 
  [j34]
  Somaya Al-Máadeed,Xudong Jiang,Imad Rida,Ahmed Bouridane:
  Palmprint identification using sparse and dense hybrid representation.Multim. Tools Appl.78(5):5665-5679 (2019)
• 
  [j33]
  Arif Mahmood,Somaya Al-Máadeed:
  Action recognition in poor-quality spectator crowd videos using head distribution-based person segmentation.Mach. Vis. Appl.30(6):1083-1096 (2019)
• 
  [j32]
  Sajid Javed,Arif Mahmood,Somaya Al-Máadeed,Thierry Bouwmans,Soon Ki Jung:
  Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA.IEEE Trans. Image Process.28(2):1007-1022 (2019)
• 
  [c69]
  Younes Akbari,Alceu S. Britto Jr.,Somaya Al-Máadeed,Luiz S. Oliveira:
  Binarization of Degraded Document Images using Convolutional Neural Networks Based on Predicted Two-Channel Images.ICDAR2019:973-978
• 
  [c68]
  Amal Durou,Somaya Al-Máadeed,Ibrahim A. Aref,Ahmed Bouridane,Mosa Elbendak:
  A Comparative Study of Machine Learning Approaches for Handwriter Identification.ICGS32019
• 
  [c67]
  Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed:
  MHAD: Multi-Human Action Dataset.ICICT (1)2019:333-341
• 
  [c66]
  Wafa Waheeda Syed,Somaya Al-Máadeed:
  Infrared Versus Visible Image Matching for Multispectral Face Recognition.ICICT (2)2019:497-507
• 
  [c65]
  Omar Elharrouss,Noor Al-Máadeed,Somaya Al-Máadeed:
  Video Summarization based on Motion Detection for Surveillance Systems.IWCMC2019:366-371
• 
  [i4]
  Junaid Malik,Serkan Kiranyaz,Suchithra Kunhoth,Turker Ince,Somaya Al-Máadeed,Ridha Hamila,Moncef Gabbouj:
  Colorectal cancer diagnosis from histology images: A comparative study.CoRRabs/1903.11210 (2019)
• 
  [i3]
  Noor Almaadeed,Omar Elharrouss,Somaya Al-Máadeed,Ahmed Bouridane,Azeddine Beghdadi:
  A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks.CoRRabs/1907.11272 (2019)
• 
  [i2]
  Omar Elharrouss,Noor Almaadeed,Somaya Al-Máadeed,Younes Akbari:
  Image inpainting: A review.CoRRabs/1909.06399 (2019)
• 2018
• 
  [j31]
  Imad Rida,Somaya Al-Máadeed,Arif Mahmood,Ahmed Bouridane,Sambit Bakshi:
  Palmprint Identification Using an Ensemble of Sparse Representations.IEEE Access6:3241-3248 (2018)
• 
  [j30]
  Arif Mahmood,Muhammad Uzair,Somaya Al-Máadeed:
  Multi-Order Statistical Descriptors for Real-Time Face Recognition and Object Classification.IEEE Access6:12993-13004 (2018)
• 
  [j29]
  Charles Sawma,Ahmad Hassan,Abdallah Kassem,Somaya Al-Máadeed,Mohamad Sawan:
  Bidirectional Parallel Capacitive Data Links: Modeling and Experimental Results.IEEE Access6:39787-39796 (2018)
• 
  [j28]
  Somaya Al-Máadeed,Rayana Boubezari,Suchithra Kunhoth,Ahmed Bouridane:
  Robust feature point detectors for car make recognition.Comput. Ind.100:129-136 (2018)
• 
  [j27]
  Asim Baig,Somaya Ali Al-Máadeed,Ahmed Bouridane,Mohamed Cheriet:
  Automatic segmentation and reconstruction of historical manuscripts in gradient domain.IET Image Process.12(4):502-512 (2018)
• 
  [j26]
  Kalthoum Adam,Asim Baig,Somaya Al-Máadeed,Ahmed Bouridane,Sherine El-Menshawy:
  KERTAS: dataset for automatic dating of ancient Arabic manuscripts.Int. J. Document Anal. Recognit.21(4):283-290 (2018)
• 
  [j25]
  AbdelGhani Karkar,Somaya Al-Máadeed,Rehab Salem,Mariam AbdelHady,Sara Abou-Aggour,Hafsa Samea:
  KinFit: A Factual Aerobic Sport Game with Stimulation Support.Int. J. Emerg. Technol. Learn.13(12):50-66 (2018)
• 
  [j24]
  Remy Peyret,Ahmed Bouridane,Fouad Khelifi,Muhammad Atif Tahir,Somaya Ali Al-Máadeed:
  Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization.Neurocomputing275:83-93 (2018)
• 
  [j23]
  Noor Al-Máadeed,Muhammad Asim,Somaya Al-Máadeed,Ahmed Bouridane,Azeddine Beghdadi:
  Automatic Detection and Classification of Audio Events for Road Surveillance Applications.Sensors18(6):1858 (2018)
• 
  [c64]
  Ismahane Cheheb,Noor Al-Máadeed,Somaya Al-Máadeed,Ahmed Bouridane:
  Investigating the Use of Autoencoders for Gait-based Person Recognition.AHS2018:148-151
• 
  [c63]
  Imad Rida,Noor Al-Máadeed,Somaya Al-Máadeed:
  A Novel Efficient Classwise Sparse and Collaborative Representation for Holistic Palmprint Recognition.AHS2018:156-161
• 
  [c62]
  Sima Shariatmadari,Somaya Al-Máadeed,Younes Akbari,Imad Rida,Sima Emadi:
  Off-line Persian Signature Verification using Wavelet-based Fractal Dimension and One-class Gaussian Process.AHS2018:168-173
• 
  [c61]
  Qais Al-Nuzaili,Somaya Al-Máadeed,Hanadi Hassen,Ali Hamdi:
  Arabic Bank Cheque Words Recognition Using Gabor Features.ASAR2018:84-89
• 
  [c60]
  Somaya Al-Máadeed,Syed F. K. Peer,Nandhini Subramanian:
  Data Collection and Image Processing System for Ancient Arabic Manuscripts.ASAR2018:124-128
• 
  [c59]
  Atena Shahkolaei,Azeddine Beghdadi,Somaya Al-Máadeed,Mohamed Cheriet:
  MHDID: A Multi-distortion Historical Document Image Database.ASAR2018:156-160
• 
  [c58]
  Muhammad Asim,Noor Al-Máadeed,Somaya Al-Máadeed,Ahmed Bouridane,Azeddine Beghdadi:
  A Key Frame Based Video Summarization using Color Features.CVCS2018:1-6
• 
  [c57]
  Haroon Idrees,Muhmmad Tayyab,Kishan Athrey,Dong Zhang,Somaya Al-Máadeed,Nasir M. Rajpoot,Mubarak Shah:
  Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds.ECCV (2)2018:544-559
• 
  [c56]
  Imad Rida,Somaya Al-Máadeed,Xudong Jiang,Lunke Fei,Abdelaziz Bensrhair:
  An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification.ICASSP2018:2047-2051
• 
  [c55]
  Haya Al-Thani,Hanadi Hassen,Somaya Al-Máadeed,Noora Fetais,Ali Jaoua:
  Unsupervised Technique for Anomaly Detection in Qatar Stock Market.ICCA2018:116-9
• 
  [c54]
  AbdelGhani Karkar,Mary Puthren,Somaya Al-Máadeed:
  A Bilingual Scene-to-Speech Mobile Based Application.ICCA2018:236-240
• 
  [c53]
  Somaya Al-Máadeed,Mohammad AIKadiry,Mohammad Shaar,Jihad Mohamad Al Ja'am:
  A Mobile System for Historical Manuscripts Capturing, Recognition and Classification.ICCA2018:313-316
• 
  [c52]
  AbdelGhani Karkar,Somaya Al-Máadeed:
  Mobile Assistive Technologies for Visual Impaired Users: A Survey.ICCA2018:427-433
• 
  [c51]
  Abdeljalil Gattal,Chawki Djeddi,Imran Siddiqi,Somaya Al-Máadeed:
  Writer Identification on Historical Documents using Oriented Basic Image Features.ICFHR2018:369-373
• 
  [c50]
  Chawki Djeddi,Somaya Al-Máadeed,Imran Siddiqi,Abdeljalil Gattal,Sheng He,Younes Akbari:
  ICFHR 2018 Competition on Multi-Script Writer Identification.ICFHR2018:506-510
• 
  [c49]
  Momina Moetesum,Imran Siddiqi,Chawki Djeddi,Yaâcoub Hannad,Somaya Al-Máadeed:
  Data Driven Feature Extraction for Gender Classification using Multi-Script Handwritten Texts.ICFHR2018:564-569
• 
  [c48]
  Afnan Al-Ali,Somaya Al-Máadeed:
  Effect of Annotation on Multiple-Player-Tracking Algorithms.IWCMC2018:571-576
• 
  [c47]
  Rawan AlSaad,Somaya Al-Máadeed,Md. Abdullah Al Mamun,Sabri Boughorbel:
  A Deep Learning Based Automatic Severity Detector for Diabetic Retinopathy.MLDM (1)2018:64-76
• 
  [i1]
  Haroon Idrees,Muhmmad Tayyab,Kishan Athrey,Dong Zhang,Somaya Al-Máadeed,Nasir M. Rajpoot,Mubarak Shah:
  Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds.CoRRabs/1808.01050 (2018)
• 2017
• 
  [j22]
  Eman Rezk,Zainab Awan,Fahad Islam,Ali Jaoua,Somaya Al-Máadeed,Nan Zhang,Gautam Das,Nasir M. Rajpoot:
  Conceptual data sampling for breast cancer histology image classification.Comput. Biol. Medicine89:59-67 (2017)
• 
  [j21]
  Richard Jiang,Anthony T. S. Ho,Ismahane Cheheb,Noor Al-Máadeed,Somaya Al-Máadeed,Ahmed Bouridane:
  Emotion recognition from scrambled facial images via many graph embedding.Pattern Recognit.67:245-251 (2017)
• 
  [j20]
  Arif Mahmood,Michael Small,Somaya Ali Al-Máadeed,Nasir M. Rajpoot:
  Using Geodesic Space Density Gradients for Network Community Detection.IEEE Trans. Knowl. Data Eng.29(4):921-935 (2017)
• 
  [c46]
  Tayyeba Faisal,Somaya Al-Máadeed:
  Enabling indexing and retrieval of historical Arabic manuscripts through template matching based word spotting.ASAR2017:57-63
• 
  [c45]
  Hanadi Hassen,Somaya Al-Máadeed:
  Arabic handwriting recognition using sequential minimal optimization.ASAR2017:79-84
• 
  [c44]
  Kalthoum Adam,Somaya Al-Máadeed,Ahmed Bouridane:
  Letter-based classification of Arabic scripts style in ancient Arabic manuscripts: Preliminary results.ASAR2017:95-98
• 
  [c43]
  Amal Durou,Ibrahim A. Aref,Mosa Elbendak,Somaya Al-Máadeed,Ahmed Bouridane:
  Measuring and optimising performance of an offline text writer identification system in terms of dimensionality reduction techniques.EST2017:19-25
• 
  [c42]
  Afnan Al-Ali,Somaya Al-Máadeed:
  A review on soccer player tracking techniques based on extracted features.ICTA2017:1-6
• 
  [c41]
  Ismahane Cheheb,Noor Al-Máadeed,Somaya Al-Máadeed,Ahmed Bouridane,Richard Jiang:
  Random sampling for patch-based face recognition.IWBF2017:1-5
• 
  [c40]
  Somaya Al-Máadeed,Suchithra Kunhoth,Ahmed Bouridane,Remy Peyret:
  Multispectral imaging and machine learning for automated cancer diagnosis.IWCMC2017:1740-1744
• 
  [c39]
  Suchithra Kunhoth,Somaya Al-Máadeed:
  Building a multispectral image dataset for colorectal tumor biopsy.IWCMC2017:1745-1750
• 
  [c38]
  Wadha Al-Khater,Suchithra Kunhoth,Somaya Al-Máadeed:
  A review on Radio Frequency Identification methods.IWCMC2017:1751-1758
• 
  [c37]
  Suchithra Kunhoth,Somaya Al-Máadeed:
  Multispectral Biopsy Image Based Colorectal Tumor Grader.MIUA2017:330-341
• 
  [c36]
  Abdullah Al Mamun,Khaled Salah,Somaya Al-Máadeed,Tarek R. Sheltami:
  BigCrypt for big data encryption.SDS2017:93-99
• 2016
• 
  [j19]
  Somaya Al-Máadeed,Fethi Ferjani,Samir Elloumi,Ali Jaoua:
  A novel approach for handedness detection from off-line handwriting using fuzzy conceptual reduction.EURASIP J. Image Video Process.2016:1 (2016)
• 
  [j18]
  Somaya Al-Máadeed,Abdelaali Hassaïne,Ahmed Bouridane,Muhammad Atif Tahir:
  Novel geometric features for off-line writer identification.Pattern Anal. Appl.19(3):699-708 (2016)
• 
  [j17]
  Somaya Al-Máadeed,Mehdi Bourif,Ahmed Bouridane,Richard Jiang:
  Low-quality facial biometric verification via dictionary-based random pooling.Pattern Recognit.52:238-248 (2016)
• 
  [j16]
  Imad Rida,Somaya Al-Máadeed,Ahmed Bouridane:
  Gait recognition based on modified phase-only correlation.Signal Image Video Process.10(3):463-470 (2016)
• 
  [j15]
  Richard Jiang,Somaya Ali Al-Máadeed,Ahmed Bouridane,Danny Crookes,M. Emre Celebi:
  Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels.IEEE Trans. Inf. Forensics Secur.11(8):1807-1817 (2016)
• 
  [c35]
  Chawki Djeddi,Somaya Al-Máadeed,Abdeljalil Gattal,Imran Siddiqi,Abdellatif Ennaji,Haikal El Abed:
  ICFHR2016 Competition on Multi-script Writer Demographics Classification Using "QUWI" Database.ICFHR2016:602-606
• 
  [c34]
  Asim Baig,Somaya Al-Máadeed,Ahmed Bouridane,Mohamed Cheriet:
  Direct Unsupervised Text Line Extraction from Colored Historical Manuscript Images Using DCT.ICIAR2016:753-762
• 
  [c33]
  Imad Rida,Larbi Boubchir,Noor Al-Máadeed,Somaya Al-Máadeed,Ahmed Bouridane:
  Robust model-free gait recognition by statistical dependency feature selection and Globality-Locality Preserving Projections.TSP2016:652-655
• 2015
• 
  [j14]
  Somaya Al-Máadeed,Ahmed Bouridane,Danny Crookes,Omar Nibouche:
  Partial shoeprint retrieval using multiple point-of-interest detectors and SIFT descriptors.Integr. Comput. Aided Eng.22(1):41-58 (2015)
• 
  [j13]
  Moussadek Laadjel,Somaya Al-Máadeed,Ahmed Bouridane:
  Combining Fisher locality preserving projections and passband DCT for efficient palmprint recognition.Neurocomputing152:179-189 (2015)
• 
  [j12]
  Emad Khalifa,Somaya Al-Máadeed,Muhammad Atif Tahir,Ahmed Bouridane,Asif Jamshed:
  Off-line writer identification using an ensemble of grapheme codebook features.Pattern Recognit. Lett.59:18-25 (2015)
• 
  [j11]
  Hassan Rabah,Abbes Amira,Basant Kumar Mohanty,Somaya Al-Máadeed,Pramod Kumar Meher:
  FPGA Implementation of Orthogonal Matching Pursuit for Compressive Sensing Reconstruction.IEEE Trans. Very Large Scale Integr. Syst.23(10):2209-2220 (2015)
• 
  [c32]
  Remy Peyret,Ahmed Bouridane,Somaya Ali Al-Máadeed,Suchithra Kunhoth,Fouad Khelifi:
  Texture analysis for colorectal tumour biopsies using multispectral imagery.EMBC2015:7218-7221
• 
  [c31]
  Imad Rida,Somaya Al-Máadeed,Ahmed Bouridane:
  Unsupervised feature selection method for improved human gait recognition.EUSIPCO2015:1128-1132
• 
  [c30]
  Larbi Boubchir,Somaya Al-Máadeed,Ahmed Bouridane,Arab Ali Chérif:
  Time-frequency image descriptors-based features for EEG epileptic seizure activities detection and classification.ICASSP2015:867-871
• 
  [c29]
  Chawki Djeddi,Somaya Al-Máadeed,Abdeljalil Gattal,Imran Siddiqi,Labiba Souici-Meslati,Haikal El Abed:
  ICDAR2015 competition on Multi-script Writer Identification and Gender Classification using 'QUWI' Database.ICDAR2015:1191-1195
• 
  [c28]
  Larbi Boubchir,Somaya Al-Máadeed,Ahmed Bouridane,Arab Ali Chérif:
  Classification of EEG signals for detection of epileptic seizure activities based on LBP descriptor of time-frequency images.ICIP2015:3758-3762
• 
  [c27]
  Fozia Mehboob,Muhammad Abbas,Resheed Almotaeryi,Richard Jiang,Somaya Al-Máadeed,Ahmed Bouridane:
  Traffic Flow Estimation from Road Surveillance.ISM2015:605-608
• 
  [c26]
  Chawki Djeddi,Imran Siddiqi,Somaya Al-Máadeed,Labiba Souici-Meslati,Abdeljalil Gattal,Abdel Ennaji:
  Signature Verification for Offline Skilled Forgeries Using Textural Features.SITIS2015:76-80
• 2014
• 
  [j10]
  Somaya Al-Máadeed,Abdelaali Hassaïne:
  Automatic prediction of age, gender, and nationality in offline handwriting.EURASIP J. Image Video Process.2014:10 (2014)
• 
  [j9]
  Somaya Al-Máadeed,Resheed Almotaeryi,Richard Jiang,Ahmed Bouridane:
  Robust human silhouette extraction with Laplacian fitting.Pattern Recognit. Lett.49:69-76 (2014)
• 
  [j8]
  Basant K. Mohanty,Pramod Kumar Meher,Somaya Al-Máadeed,Abbes Amira:
  Memory Footprint Reduction for Power-Efficient Realization of 2-D Finite Impulse Response Filters.IEEE Trans. Circuits Syst. I Regul. Pap.61-I(1):120-133 (2014)
• 
  [c25]
  Somaya Al-Máadeed,Abdelaali Hassaïne,Ahmed Bouridane:
  Using codebooks generated from text skeletonization for forensic writer identification.AICCSA2014:729-733
• 
  [c24]
  Larbi Boubchir,Somaya Al-Máadeed,Ahmed Bouridane:
  Effectiveness of combined time-frequency imageand signal-based features for improving the detection and classification of epileptic seizure activities in EEG signals.CoDIT2014:673-678
• 
  [c23]
  Faraz Ahmad Khan,Ahmed Bouridane,Fouad Khelifi,Rasheed Almotaeryi,Sumaya Almaadeed:
  Efficient segmentation of sub-words within handwritten arabic words.CoDIT2014:684-689
• 
  [c22]
  Adam Makhfoudi,Sumaya Almaadeed,Ahmed Bouridane,Graham Sexton,Richard Jiang:
  Visualization of faces from surveillance videos via face hallucination.CoDIT2014:701-705
• 
  [c21]
  Larbi Boubchir,Somaya Al-Máadeed,Ahmed Bouridane:
  On the use of time-frequency features for detecting and classifying epileptic seizure activities in non-stationary EEG signals.ICASSP2014:5889-5893
• 
  [c20]
  Larbi Boubchir,Somaya Al-Máadeed,Ahmed Bouridane:
  Haralick feature extraction from time-frequency images for epileptic seizure detection and classification of EEG data.ICM2014:32-35
• 
  [c19]
  Imad Rida,Somaya Almaadeed,Ahmed Bouridane:
  Improved gait recognition based on gait energy images.ICM2014:40-43
• 
  [c18]
  Larbi Boubchir,Somaya Al-Máadeed,Ahmed Bouridane:
  Undecimated wavelet-based Bayesian denoising in mixed Poisson-Gaussian noise with application on medical and biological images.IPTA2014:39-43
• 2013
• 
  [j7]
  Walid Riad Boukabou,Ahmed Bouridane,Somaya Al-Máadeed:
  Enhancing face recognition using Directional Filter Banks.Digit. Signal Process.23(2):586-594 (2013)
• 
  [j6]
  Moussadek Laadjel,Ahmed Bouridane,Omar Nibouche,Fatih Kurugollu,Somaya Al-Máadeed:
  An improved palmprint recognition system using iris features.J. Real Time Image Process.8(3):253-263 (2013)
• 
  [c17]
  Hamed Alhoori,Carole Thompson,Richard Furuta,John Impagliazzo,Edward A. Fox,Mohammed Samaka,Somaya Al-Máadeed:
  The Evolution of Scholarly Digital Library Needs in an International Environment: Social Reference Management Systems and Qatar.ICADL2013:180-181
• 
  [c16]
  Abdelaali Hassaïne,Somaya Al-Máadeed,Ahmed Bouridane:
  ICDAR 2013 Competition on Handwriting Stroke Recovery from Offline Data.ICDAR2013:1412-1416
• 
  [c15]
  Abdelaali Hassaïne,Somaya Al-Máadeed,Jihad Mohamad Al'Jaam,Ali Jaoua:
  ICDAR 2013 Competition on Gender Prediction from Handwriting.ICDAR2013:1417-1421
• 
  [c14]
  Basant K. Mohanty,Somaya Al-Máadeed,Abbes Amira:
  Systolic architecture for hardware implementation of two-dimensional non-separable filter-bank.IDT2013:1-6
• 2012
• 
  [j5]
  Somaya Al-Máadeed,Afnan Al-Ali,Turki Younis Abdalla:
  A New Chaos-Based Image-Encryption and Compression Algorithm.J. Electr. Comput. Eng.2012:179693:1-179693:11 (2012)
• 
  [j4]
  Somaya Al-Máadeed:
  Text-Dependent Writer Identification for Arabic Handwriting.J. Electr. Comput. Eng.2012:794106:1-794106:8 (2012)
• 
  [c13]
  Somaya Al-Máadeed,Wael Ayouby,Abdelaali Hassaïne,Jihad Mohamad Al'Jaam:
  QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification.ICFHR2012:746-751
• 
  [c12]
  Abdelaali Hassaïne,Somaya Al-Máadeed:
  ICFHR 2012 Competition on Writer Identification Challenge 2: Arabic Scripts.ICFHR2012:835-840
• 
  [c11]
  Abdelaali Hassaïne,Somaya Al-Máadeed:
  An Online Signature Verification System for Forgery and Disguise Detection.ICONIP (4)2012:552-559
• 
  [c10]
  Youssef Elmir,Somaya Al-Máadeed,Abbes Amira,Abdelaali Hassaïne:
  A Multi-modal Face and Signature Biometric Authentication System Using a Max-of-Scores Based Fusion.ICONIP (5)2012:576-583
• 
  [c9]
  Abdelaali Hassaïne,Somaya Al-Máadeed,Ahmed Bouridane:
  A Set of Geometrical Features for Writer Identification.ICONIP (5)2012:584-591
• 2011
• 
  [j3]
  Sabrina Bouatmane,Mohammed Ali Roula,Ahmed Bouridane,Somaya Al-Máadeed:
  Round-Robin sequential forward selection algorithm for prostate cancer classification and diagnosis using multispectral imagery.Mach. Vis. Appl.22(5):865-878 (2011)
• 
  [c8]
  Abdelaali Hassaïne,Somaya Al-Máadeed,Jihad M. Alja'am,Ali Jaoua,Ahmed Bouridane:
  The ICDAR2011 Arabic Writer Identification Contest.ICDAR2011:1470-1474

• 2008
• 
  [c7]
  Somaya Al-Máadeed,Eman Mohammed,Dori Al Kassis:
  Writer identification using edge-based directional probability distribution features for arabic words.AICCSA2008:582-590
• 
  [c6]
  Somaya Al-Máadeed,Amat-AlAleem Al-Kurbi,Amal Al-Muslih,Reem Al-Qahtani,Haend Al Kubisi:
  Writer identification of Arabic handwriting documents using grapheme features.AICCSA2008:923-924
• 
  [c5]
  Somaya Al-Máadeed,Fatima Amire,Sara Khalily Hamza,Wadha Al-lebda:
  Forensic handwritten document management system.AICCSA2008:929-930
• 2006
• 
  [c4]
  Somaya Al-Máadeed:
  Recognition of Off-Line Handwritten Arabic Words Using Neural Network.GMAI2006:141-144
• 2004
• 
  [j2]
  Somaya Al-Máadeed,Dave Elliman,Colin Higgins:
  A Data Base for Arabic Handwritten Text Recognition Research.Int. Arab J. Inf. Technol.1(1) (2004)
• 
  [j1]
  Somaya Al-Máadeed,Colin Higgins,David G. Elliman:
  Off-line recognition of handwritten Arabic words using multiple hidden Markov models.Knowl. Based Syst.17(2-4):75-79 (2004)
• 2003
• 
  [c3]
  Somaya Al-Máadeed,Colin Higgins,Dave Elliman:
  Off-line Recognition of Handwritten Arabic Words Using Multiple Hidden Markov Models.SGAI Conf.2003:33-40
• 2002
• 
  [c2]
  Somaya Al-Máadeed,Dave Elliman,Colin A. Higgins:
  A data base for Arabic handwritten text recognition research.IWFHR2002:485-489
• 
  [c1]
  Somaya Al-Máadeed,Colin Higgins,Dave Elliman:
  Recognition of Off-Line Handwritten Arabic Words Using Hidden Markov Model Approach.ICPR (3)2002:481-484