Somaya Al-Máadeed

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


According to our database1, Somaya Al-Máadeed authored at least 157 papers between 2002 and 2022.

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Bibliography

2022
An Encoder-Decoder-Based Method for Segmentation of COVID-19 Lung Infection in CT Images.
SN Comput. Sci., 2022

Pose-invariant face recognition with multitask cascade networks.
Neural Comput. Appl., 2022

3D GIS Interactive Visualization of the Archaeological Sites in Qatar for Research and Learning.
Int. J. Emerg. Technol. Learn., 2022

A review of deep learning-based detection methods for COVID-19.
Comput. Biol. Medicine, 2022

BEMD-3DCNN-based method for COVID-19 detection.
Comput. Biol. Medicine, 2022

FSC-Set: Counting, Localization of Football Supporters Crowd in the Stadiums.
IEEE Access, 2022

A New Forensic Video Database for Source Smartphone Identification: Description and Analysis.
IEEE Access, 2022

2021
CamNav: a computer-vision indoor navigation system.
J. Supercomput., 2021

Gait recognition for person re-identification.
J. Supercomput., 2021

Drone-SCNet: Scaled Cascade Network for Crowd Counting on Drone Images.
IEEE Trans. Aerosp. Electron. Syst., 2021

Encoder-Decoder Architecture for Ultrasound IMC Segmentation and cIMT Measurement.
Sensors, 2021

Improving text-to-image generation with object layout guidance.
Multim. Tools Appl., 2021

Smartphone-based food recognition system using multiple deep CNN models.
Multim. Tools Appl., 2021

A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring.
Medical Biol. Eng. Comput., 2021

A review of video surveillance systems.
J. Vis. Commun. Image Represent., 2021

Secure facial recognition in the encrypted domain using a local ternary pattern approach.
J. Inf. Secur. Appl., 2021

Middle eastern and north african english speech corpus (MENAESC): automatic identification of MENA english accents.
Int. Arab J. Inf. Technol., 2021

Influence of codebook patterns on writer recognition: An experimental study.
Expert Syst. J. Knowl. Eng., 2021

Panoptic Segmentation: A Review.
CoRR, 2021

QUCoughScope: An Artificially Intelligent Mobile Application to Detect Asymptomatic COVID-19 Patients using Cough and Breathing Sounds.
CoRR, 2021

COVID-19 infection localization and severity grading from chest X-ray images.
Comput. Biol. Medicine, 2021

Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images.
Comput. Biol. Medicine, 2021

A combined multiple action recognition and summarization for surveillance video sequences.
Appl. Intell., 2021

Applications, databases and open computer vision research from drone videos and images: a survey.
Artif. Intell. Rev., 2021

Arabic Machine Translation: A Survey With Challenges and Future Directions.
IEEE Access, 2021

Image Steganography: A Review of the Recent Advances.
IEEE Access, 2021

End-to-End Image Steganography Using Deep Convolutional Autoencoders.
IEEE Access, 2021

Development and Validation of an Early Scoring System for Prediction of Disease Severity in COVID-19 Using Complete Blood Count Parameters.
IEEE Access, 2021

DeepWTPCA-L1: A New Deep Face Recognition Model Based on WTPCA-L1 Norm Features.
IEEE Access, 2021

Ultra-Low Energy CNFET-Based Ternary Combinational Circuits Designs.
IEEE Access, 2021

Novel Ternary Adder and Multiplier Designs Without Using Decoders or Encoders.
IEEE Access, 2021

Face-Fake-Net: The Deep Learning Method for Image Face Anti-Spoofing Detection : Paper ID 45.
Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Understand My World: An Interactive App for Children Learning Arabic Vocabulary.
Proceedings of the IEEE Global Engineering Education Conference, 2021

MOALLEMCorpus: A Large-Scale Multimedia Corpus for Children Education of Arabic Vocabularies.
Proceedings of the IEEE Global Engineering Education Conference, 2021

2020
Image Inpainting: A Review.
Neural Process. Lett., 2020

A comprehensive overview of feature representation for biometric recognition.
Multim. Tools Appl., 2020

Indoor positioning and wayfinding systems: a survey.
Hum. centric Comput. Inf. Sci., 2020

Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images.
CoRR, 2020

An encoder-decoder-based method for COVID-19 lung infection segmentation.
CoRR, 2020

Glandular structure-guided classification of microscopic colorectal images using deep learning.
Comput. Electr. Eng., 2020

Designing a Mobile Serious Game for Raising Awareness of Diabetic Children.
IEEE Access, 2020

Comprehensive Review of Cybercrime Detection Techniques.
IEEE Access, 2020

Binarization of Degraded Document Images Using Convolutional Neural Networks and Wavelet-Based Multichannel Images.
IEEE Access, 2020

Generating Images from Arabic Story-Text using Scene Graph.
Proceedings of the IEEE International Conference on Informatics, 2020

Automatic and Secure Electronic Gate System Using Fusion of License Plate, Car Make Recognition and Face Detection.
Proceedings of the IEEE International Conference on Informatics, 2020

A Scene-to-Speech Mobile based Application: Multiple Trained Models Approach.
Proceedings of the IEEE International Conference on Informatics, 2020

An image steganography approach based on k-least significant bits (k-LSB).
Proceedings of the IEEE International Conference on Informatics, 2020

LFR face dataset: Left-Front-Right dataset for pose-invariant face recognition in the wild.
Proceedings of the IEEE International Conference on Informatics, 2020

Wireless Power Transmission for the Internet of Things (IoT).
Proceedings of the IEEE International Conference on Informatics, 2020

Towards a Comprehensive Study of Fatigue Deducing Techniques for Evaluating the Quality of Experience of Haptic-Visual Applications.
Proceedings of the IEEE International Conference on Informatics, 2020

A novel Conceptual Machine Learning Method using Random Conceptual Decomposition.
Proceedings of the IEEE International Conference on Informatics, 2020

Smart Medicine Planner for Visually Impaired People.
Proceedings of the IEEE International Conference on Informatics, 2020

A vision-based zebra crossing detection method for people with visual impairments.
Proceedings of the IEEE International Conference on Informatics, 2020


2019
Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA.
IEEE Trans. Image Process., 2019

Action recognition in poor-quality spectator crowd videos using head distribution-based person segmentation.
Mach. Vis. Appl., 2019

Palmprint identification using sparse and dense hybrid representation.
Multim. Tools Appl., 2019

Writer identification approach based on bag of words with OBI features.
Inf. Process. Manag., 2019

An information fusion framework for person localization via body pose in spectator crowds.
Inf. Fusion, 2019

Multi-focus image fusion using Content Adaptive Blurring.
Inf. Fusion, 2019

Robust gait recognition: a comprehensive survey.
IET Biom., 2019

A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks.
CoRR, 2019

Colorectal cancer diagnosis from histology images: A comparative study.
CoRR, 2019

Video Summarization based on Motion Detection for Surveillance Systems.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Infrared Versus Visible Image Matching for Multispectral Face Recognition.
Proceedings of the Fourth International Congress on Information and Communication Technology, 2019

MHAD: Multi-Human Action Dataset.
Proceedings of the Fourth International Congress on Information and Communication Technology, 2019

A Comparative Study of Machine Learning Approaches for Handwriter Identification.
Proceedings of the 12th IEEE International Conference on Global Security, 2019

Binarization of Degraded Document Images using Convolutional Neural Networks Based on Predicted Two-Channel Images.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018
Automatic Detection and Classification of Audio Events for Road Surveillance Applications.
Sensors, 2018

Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization.
Neurocomputing, 2018

KinFit: A Factual Aerobic Sport Game with Stimulation Support.
Int. J. Emerg. Technol. Learn., 2018

KERTAS: dataset for automatic dating of ancient Arabic manuscripts.
Int. J. Document Anal. Recognit., 2018

Automatic segmentation and reconstruction of historical manuscripts in gradient domain.
IET Image Process., 2018

Robust feature point detectors for car make recognition.
Comput. Ind., 2018

Bidirectional Parallel Capacitive Data Links: Modeling and Experimental Results.
IEEE Access, 2018

Palmprint Identification Using an Ensemble of Sparse Representations.
IEEE Access, 2018

Multi-Order Statistical Descriptors for Real-Time Face Recognition and Object Classification.
IEEE Access, 2018

A Deep Learning Based Automatic Severity Detector for Diabetic Retinopathy.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

Effect of Annotation on Multiple-Player-Tracking Algorithms.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Data Driven Feature Extraction for Gender Classification using Multi-Script Handwritten Texts.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Writer Identification on Historical Documents using Oriented Basic Image Features.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

ICFHR 2018 Competition on Multi-Script Writer Identification.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds.
Proceedings of the Computer Vision - ECCV 2018, 2018

A Key Frame Based Video Summarization using Color Features.
Proceedings of the Colour and Visual Computing Symposium, 2018

MHDID: A Multi-distortion Historical Document Image Database.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

Arabic Bank Cheque Words Recognition Using Gabor Features.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

Data Collection and Image Processing System for Ancient Arabic Manuscripts.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

Off-line Persian Signature Verification using Wavelet-based Fractal Dimension and One-class Gaussian Process.
Proceedings of the 2018 NASA/ESA Conference on Adaptive Hardware and Systems, 2018

A Novel Efficient Classwise Sparse and Collaborative Representation for Holistic Palmprint Recognition.
Proceedings of the 2018 NASA/ESA Conference on Adaptive Hardware and Systems, 2018

Investigating the Use of Autoencoders for Gait-based Person Recognition.
Proceedings of the 2018 NASA/ESA Conference on Adaptive Hardware and Systems, 2018

2017
Using Geodesic Space Density Gradients for Network Community Detection.
IEEE Trans. Knowl. Data Eng., 2017

Emotion recognition from scrambled facial images via many graph embedding.
Pattern Recognit., 2017

Conceptual data sampling for breast cancer histology image classification.
Comput. Biol. Medicine, 2017

BigCrypt for big data encryption.
Proceedings of the 2017 Fourth International Conference on Software Defined Systems, 2017

Multispectral Biopsy Image Based Colorectal Tumor Grader.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Building a multispectral image dataset for colorectal tumor biopsy.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Multispectral imaging and machine learning for automated cancer diagnosis.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

A review on Radio Frequency Identification methods.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Random sampling for patch-based face recognition.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

A review on soccer player tracking techniques based on extracted features.
Proceedings of the 6th International Conference on Information and Communication Technology and Accessibility, 2017

Measuring and optimising performance of an offline text writer identification system in terms of dimensionality reduction techniques.
Proceedings of the Seventh International Conference on Emerging Security Technologies, 2017

Arabic handwriting recognition using sequential minimal optimization.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

Enabling indexing and retrieval of historical Arabic manuscripts through template matching based word spotting.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

Letter-based classification of Arabic scripts style in ancient Arabic manuscripts: Preliminary results.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

2016
Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels.
IEEE Trans. Inf. Forensics Secur., 2016

Gait recognition based on modified phase-only correlation.
Signal Image Video Process., 2016

Low-quality facial biometric verification via dictionary-based random pooling.
Pattern Recognit., 2016

Novel geometric features for off-line writer identification.
Pattern Anal. Appl., 2016

A novel approach for handedness detection from off-line handwriting using fuzzy conceptual reduction.
EURASIP J. Image Video Process., 2016

Robust model-free gait recognition by statistical dependency feature selection and Globality-Locality Preserving Projections.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Direct Unsupervised Text Line Extraction from Colored Historical Manuscript Images Using DCT.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

ICFHR2016 Competition on Multi-script Writer Demographics Classification Using "QUWI" Database.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

2015
FPGA Implementation of Orthogonal Matching Pursuit for Compressive Sensing Reconstruction.
IEEE Trans. Very Large Scale Integr. Syst., 2015

Off-line writer identification using an ensemble of grapheme codebook features.
Pattern Recognit. Lett., 2015

Combining Fisher locality preserving projections and passband DCT for efficient palmprint recognition.
Neurocomputing, 2015

Partial shoeprint retrieval using multiple point-of-interest detectors and SIFT descriptors.
Integr. Comput. Aided Eng., 2015

Signature Verification for Offline Skilled Forgeries Using Textural Features.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Traffic Flow Estimation from Road Surveillance.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Classification of EEG signals for detection of epileptic seizure activities based on LBP descriptor of time-frequency images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

ICDAR2015 competition on Multi-script Writer Identification and Gender Classification using 'QUWI' Database.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Time-frequency image descriptors-based features for EEG epileptic seizure activities detection and classification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Unsupervised feature selection method for improved human gait recognition.
Proceedings of the 23rd European Signal Processing Conference, 2015

Texture analysis for colorectal tumour biopsies using multispectral imagery.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Memory Footprint Reduction for Power-Efficient Realization of 2-D Finite Impulse Response Filters.
IEEE Trans. Circuits Syst. I Regul. Pap., 2014

Robust human silhouette extraction with Laplacian fitting.
Pattern Recognit. Lett., 2014

Automatic prediction of age, gender, and nationality in offline handwriting.
EURASIP J. Image Video Process., 2014

Undecimated wavelet-based Bayesian denoising in mixed Poisson-Gaussian noise with application on medical and biological images.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

Improved gait recognition based on gait energy images.
Proceedings of the 26th International Conference on Microelectronics, 2014

Haralick feature extraction from time-frequency images for epileptic seizure detection and classification of EEG data.
Proceedings of the 26th International Conference on Microelectronics, 2014

On the use of time-frequency features for detecting and classifying epileptic seizure activities in non-stationary EEG signals.
Proceedings of the IEEE International Conference on Acoustics, 2014

Visualization of faces from surveillance videos via face hallucination.
Proceedings of the International Conference on Control, 2014

Efficient segmentation of sub-words within handwritten arabic words.
Proceedings of the International Conference on Control, 2014

Effectiveness of combined time-frequency imageand signal-based features for improving the detection and classification of epileptic seizure activities in EEG signals.
Proceedings of the International Conference on Control, 2014

Using codebooks generated from text skeletonization for forensic writer identification.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

2013
An improved palmprint recognition system using iris features.
J. Real Time Image Process., 2013

Enhancing face recognition using Directional Filter Banks.
Digit. Signal Process., 2013

Systolic architecture for hardware implementation of two-dimensional non-separable filter-bank.
Proceedings of the 8th International Design and Test Symposium, 2013

ICDAR 2013 Competition on Handwriting Stroke Recovery from Offline Data.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ICDAR 2013 Competition on Gender Prediction from Handwriting.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

The Evolution of Scholarly Digital Library Needs in an International Environment: Social Reference Management Systems and Qatar.
Proceedings of the Digital Libraries: Social Media and Community Networks, 2013

2012
A New Chaos-Based Image-Encryption and Compression Algorithm.
J. Electr. Comput. Eng., 2012

Text-Dependent Writer Identification for Arabic Handwriting.
J. Electr. Comput. Eng., 2012

A Set of Geometrical Features for Writer Identification.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

An Online Signature Verification System for Forgery and Disguise Detection.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

A Multi-modal Face and Signature Biometric Authentication System Using a Max-of-Scores Based Fusion.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

ICFHR 2012 Competition on Writer Identification Challenge 2: Arabic Scripts.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2011
Round-Robin sequential forward selection algorithm for prostate cancer classification and diagnosis using multispectral imagery.
Mach. Vis. Appl., 2011

The ICDAR2011 Arabic Writer Identification Contest.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2008
Writer identification using edge-based directional probability distribution features for arabic words.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

Forensic handwritten document management system.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

Writer identification of Arabic handwriting documents using grapheme features.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

2006
Recognition of Off-Line Handwritten Arabic Words Using Neural Network.
Proceedings of the 2006 International Conference on Geometric Modeling and Imaging, 2006

2004
Off-line recognition of handwritten Arabic words using multiple hidden Markov models.
Knowl. Based Syst., 2004

A Data Base for Arabic Handwritten Text Recognition Research.
Int. Arab J. Inf. Technol., 2004

2002
Recognition of Off-Line Handwritten Arabic Words Using Hidden Markov Model Approach.
Proceedings of the 16th International Conference on Pattern Recognition, 2002


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