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Abdesselam Bouzerdoum

Abdesselam Bouzerdoum

D-Index & Metrics

Computer Science

D-Index
43
Citations
8797
World Ranking
7910
National Ranking
13

Overview

Abdesselam Bouzerdoum is affiliated with Hamad bin Khalifa University in Qatar and has contributed extensively to the fields of Computer Science and Engineering. Their research spans multiple subfields, including Computer Vision and Pattern Recognition, Artificial Intelligence, Electrical and Electronic Engineering, Radiology, Nuclear Medicine and Imaging, and Ocean Engineering.

Their recent scholarly work includes papers published in various well-regarded venues. Notable publications include:

  • Breast Mass Tumor Classification using Deep Learning, 2020, 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)
  • Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Deep Gabor Neural Network for Automatic Detection of Mine-Like Objects in Sonar Imagery, 2020, IEEE Access
  • An unsupervised deep learning technique for susceptibility artifact correction in reversed phase-encoding EPI images, 2020, Magnetic Resonance Imaging
  • Compressive Radar Imaging of Stationary Indoor Targets With Low-Rank Plus Jointly Sparse and Total Variation Regularizations, 2020, IEEE Transactions on Image Processing

Abdesselam Bouzerdoum has collaborated frequently with several authors, including Son Lam Phung, Hamza Baali, Samir Brahim Belhaouari, Hoang Thanh Le, and Ashhadul Islam.

Their publications are often featured in prominent venues such as:

  • IEEE Access
  • IEEE Transactions on Geoscience and Remote Sensing
  • SSRN Electronic Journal
  • 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)
  • Neurocomputing

The scientist's research topics cover a range of advanced areas, including:

  • Geophysical Methods and Applications
  • Advanced Neural Network Applications
  • Video Surveillance and Tracking Methods
  • Imbalanced Data Classification Techniques
  • Microwave Imaging and Scattering Analysis
  • Autonomous Vehicle Technology and Safety
  • Anomaly Detection Techniques and Applications

Best Publications

  • Skin segmentation using color pixel classification: analysis and comparison

    S.L. Phung;A. Bouzerdoum;D. Chai

  • Neural network for quadratic optimization with bound constraints

    A. Bouzerdoum;T.R. Pattison

  • A novel skin color model in YCbCr color space and its application to human face detection

    Son Lam Phung;A. Bouzerdoum;D. Chai

  • A Bayesian approach to skin color classification in YCbCr color space

    D. Chai;A. Bouzerdoum

  • Learning Pattern Classification Tasks with Imbalanced Data Sets

    Giang Hoang Nguyen;Abdesselam Bouzerdoum;Son Lam Phung

  • Shunting inhibitory cellular neural networks: derivation and stability analysis

    A. Bouzerdoum;R.B. Pinter

  • A Subspace Projection Approach for Wall Clutter Mitigation in Through-the-Wall Radar Imaging

    Fok Hing Chi Tivive;Abdesselam Bouzerdoum;Moeness G. Amin

  • A generalized feedforward neural network architecture for classification and regression

    Ganesh Arulampalam;Abdesselam Bouzerdoum

  • A Pyramidal Neural Network For Visual Pattern Recognition

    S.L. Phung;A. Bouzerdoum

  • A digital pixel sensor array with programmable dynamic range

    A. Kitchen;A. Bermak;A. Bouzerdoum

  • An insect vision-based motion detection chip

    A. Moini;A. Bouzerdoum;K. Eshraghian;A. Yakovleff

  • Skin segmentation using color and edge information

    S.L. Phung;A. Bouzerdoum;D. Chai

  • A survey of perceptual image processing methods

    Azeddine Beghdadi;Mohamed-Chaker Larabi;Abdesselam Bouzerdoum;Khan M. Iftekharuddin

  • A universal and robust human skin color model using neural networks

    Son Lam Phung;D. Chai;A. Bouzerdoum

  • An SVD-based approach for mitigating wall reflections in through-the-wall radar imaging

    Fok Hing Chi Tivive;Abdesselam Bouzerdoum;Moeness G. Amin

  • Adaptive skin segmentation in color images

    Son Lam Phung;D. Chai;A. Bouzerdoum

  • Image quality assessment using a neural network approach

    A. Bouzerdoum;A. Havstad;A. Beghdadi

  • Automatic Classification of Ground-Penetrating-Radar Signals for Railway-Ballast Assessment

    Wenbin Shao;Abdesselam Bouzerdoum;Son Lam Phung;Lijun Su

  • Nonlinear Lateral Inhibition Applied to Motion Detection in the fly Visual System

    Abdesselam Bouzerdoum;Robert B. Pinter

  • Efficient training algorithms for a class of shunting inhibitory convolutional neural networks

    Fok Hing Chi Tivive;A. Bouzerdoum

Frequent Co-Authors

Amine Bermak
Amine Bermak Hamad bin Khalifa University
Kashem M. Muttaqi
Kashem M. Muttaqi University of Wollongong
Farid Boussaid
Farid Boussaid University of Western Australia
Moeness G. Amin
Moeness G. Amin Villanova University
Derek Abbott
Derek Abbott University of Adelaide
Daryoush Habibi
Daryoush Habibi Edith Cowan University
Buddhima Indraratna
Buddhima Indraratna University of Technology Sydney
Cholachat Rujikiatkamjorn
Cholachat Rujikiatkamjorn University of Technology Sydney
Fauzia Ahmad
Fauzia Ahmad Temple University
Danny Sutanto
Danny Sutanto University of Wollongong

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