Dr. Hussein Salem Ali Samma

B.S.c in Computer Engineering (Yarmouk University, Jordan)

M.Sc. in Computer Engineering (Jordan University of Science and Technology, Jordan) 

Ph.D. in Computational Intelligence (Universiti Sains Malaysia, Malaysia)

Tel : +604-599 5797
Fax : +604-599 6909

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Google Scholar ID 

Specialization

Computer Vision, Deep Learning, Swarm Intelligence, and Biometrics

Research Interests

Models :

  1. Optimized and Embedded Deep CNN Models

  2. Bio-Inspired Swarm Optimization Models

  3. Transfer Learning of Pre-Trained Deep CNN Models

Applications :

  1. Optimized Computer Vision Models for Drone-based Inspection Applications

  2. Lightweight Biometric Models for IoT & Smart Homes Applications

  3. Embedded Deep CNN Models for Wearable Sensors Applications

Selected Publications

Journals :

  1. Hussein Samma, Shahrel Azmin Suandi, Junita Mohamad-Saleh, “Component-based face sketch recognition using an enhanced evolutionary optimizer”, SN Applied Science, Springer, (2019)

  2. Hussein Samma, Junita Mohamad-Saleh, Shahrel Azmin Suandi, Badr Lahasan, “Q-learning-based simulated annealing algorithm for constrained engineering design problems”, Neural Computing and Applications, Springer, (2019)

  3. Hussein Samma, Shahrel Azmin Suandi, Junita Mohamad-Saleh, “Face Sketch Recognition Using A Hybrid Optimization Model”, Neural Computing and Applications, Springer, (2018)

  4. Hussein Samma, Shahrel Azmin Suandi, “Application of Particle Swarm Optimization in Face Sketch Recognition”, Advanced Science Letters, American Scientific, 23 (2017)

  5. Hussein Samma, Chee Peng Lim, Junita Mohamad-Saleh, “A New Reinforcement Learning-based Memetic Particle Swarm Optimizer”, Applied Soft Computing, Elsevier, 43 (2016)

  6. Hussein Samma, Chee Peng Lim, Junita Mohamad-Saleh, Shahrel Azmin Suandi, “A Memetic-based Fuzzy Support Vector Machine Model and Its Application to License Plate Recognition”, Memetic Computing, Springer, (2016)

 

Conferences :

  1. Hussein Samma, Shahrel Azmin Suandi, “Enhanced Simulated Annealing for Constrained Design Problems”, 10th International Conference on Robotics, Vision, Signal Processing and Power Applications 2018 (ROVISP 2018)

  2. Hussein Samma, Shahrel Azmin Suandi, “Application of particle swarm optimization in face Sketch Recognition”, International Conference on Computational Science and Engineering 2016 (ICCSE 2016)

  3. Hussein Samma, Chee Peng Lim, Umi Kalthum Ngah “A Hybrid PSO-FSVM Model and Its Application to Imbalanced Classification of Mammograms” ACIIDS, 2013, Lecture Note in Computer Science, Springer

  4. Hussein Samma, Chee Peng Lim, Ali Samma “A Computer-Aided Detection System for Automatic Mammography Mass Identification” ICONIP, 2010, Lecture Note in Computer Science, Springer

Last Updated on 15.08.209

Research Grants

  1. Automatic Transfer Learning of Pre-Trained Deep Convolution Neural Networks using Two-Layers Optimizer. (FRGS, September 2019 - August. 2022, Principal Investigator)

  2. Optimized Deep Convolution Neural Network for Face Sketch Recognition (USM Short Term Grant, April 2019-March 2021, Principal Investigator)

  3. Real-Time Implementation of Fractal Image Compression for High-Resolution Image (USM Short Term Grant, April 2019-March 2021, Co-researcher)

Last Updated on 15.08.209

Research Vacancy

I’m looking for prospective postgraduate student  like to pursue PhD or MSc (by research). Prospective candidate will work as Graduate Research Assistant (GRA) under one of the following grants:

      1. Automatic Transfer Learning of Pre-Trained Deep Convolution Neural Networks using Two-Layers Optimizer. (FRGS)

      2. Optimized Deep Convolution Neural Network for Face Sketch Recognition (USM Short Term Grant)

Interested candidate - please email your CV and transcript to Alamat emel ini dilindungi dari Spambot. Anda perlu hidupkan JavaScript untuk melihatnya.

Last Updated on 15.08.209