2021 Publications

Journals and Books/Book Chapters: 

  1. Hussein Samma, Shahrel Azmin Suandi, Nor Azman Ismail, Sarina Sulaiman, and Lee Li Ping, 2021, "Evolving Pre-Trained CNN Using Two-Layers Optimizer for Road Damage Detection From Drone Images", IEEE Access, IEEE. (JIF20: 3.367) (Q2)

  2. Abduljalil Radman, Amer Sallam and Shahrel Azmin Suandi, 2021, “Deep Residual Network for Face Sketch Synthesis”, Expert Systems with Applications, Elsevier. (JIF20: 6.954) (Q1) (free access until 30 December 2021)

  3. Mohamad Faris Che Aminudin and Shahrel Azmin Suandi, 2021, "Video Surveillance Image Enhancement Via a Convolutional Neural Network and Stacked Denoising Autoencoder", Neural Computing and Applications, Springer. (JIF20:5.606) (Q1) (Read Online

  4. Saqib Akhoon, Shahrel Azmin Suandi, Abdullah Alsharani, Abdul-Malik H. Y. Saad, Mohd Zaid Abdullah, Sajad A Loan, 2021, "High Performance Accelerators for Deep Neural Networks: a Review", Expert Systems. (JIF20: 2.587) (Q2) 

  5. Abduljalil Radman and Shahrel Azmin Suandi, 2021, “BiLSTM Regression Model for Face Sketch Synthesis using Sequential Patterns”, Neural Computing and Applications, Springer. (JIF20:5.606) (Q1) (Read Online(Resulted images can be accessed here... delayed due to COVID19.)

 

Conferences: 

  1. Sami Abdulla Mohsen Saleh, Shahrel Azmin Suandi, Haidi Ibrahim, 2021, “Impact of Similarity Measure Functions on the Performance of Coherent Filtering Detection”, The 11th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP) 2021. 

  2. Hussein Samma, Shahrel Azmin Suandi, Junita Mohamad-Saleh, 2021, “A Hybrid Deep Learning Model for Face Sketch Recognition”, The 11th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP) 2021. 

  3. Muhamad Faris Che Aminuddin, Samsul Setumin, and Shahrel Azmin Suandi, 2021, “Investigation on Face Alignment Factor for Generating Forensic Sketch Using Deep Convolutional Generative Adversarial Network”, The 11th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP) 2021. 

  4. Muhamad Faris Che Aminudin, and Shahrel Azmin Suandi, 2021, “Review on Generative Adversarial Neural Networks (GAN) in Text-To-Image Synthesis”, The 11th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP) 2021. 

  5. Qusay Hamad, Hussein Samma, Shahrel Azmin Suandi, and Junita Mohamad-Saleh, 2021, “Study of VGG-19 Depth in Transfer Learning for COVID-19 X-Ray Image Classification”, The 11th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP) 2021. 

  6. Qusay Hamad, Hussein Samma, Shahrel Azmin Suandi, and Junita Mohamad-Saleh, 2021, “A Comparative Study of Sine Cosine Optimizer and Its Variants for Engineering Design Problems”, The 11th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP) 2021.