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Assc. Prof. Dr. Shahrel Azmin bin Sundi @Suandi

B.Eng, M.Eng, D.Eng(KyuTech)
Tel : 045995814
Email :Alamat emel ini dilindungi dari Spambot. Anda perlu hidupkan JavaScript untuk melihatnya.
Website : http://ee.eng.usm.my/eeacad/shahrel


Research Interest

Biometric, Object Tracking, Video Surveillance

Selected Publications

  1. Rhma A. K. Ataher and Shahrel Azmin Suandi, 2017, “Frequency Domain Based Spectroface Representation for Face Recognition”, ARPN Journal of Engineering and Applied Sciences, Vol. 12, No. 4, pp.1057—1063 (7 pages). (SCOPUS)
  2. Abduljalil Abdul Radman, Nasharuddin Zainal and Shahrel Azmin Suandi, 2017, “Automated Segmentation of Iris Images Acquired in Unconstrained Environment using HOG-SVM and GrowCut”, Digital Signal Processing, Volume 64, May 2017, pp. 60—70 (11 pages). (IF15: 1.444) (Q2)
  3. Mohd Shahrimie Mohd Asaari, Shahrel Azmin Suandi and Bakhtiar Affendi Rosdi, 2016, “Geometric Feature Extraction by Fingertip Angles for Finger Based Biometrics System”, IET Biometrics. (IF15: 0.764) (Q4)
  4. Khairunnisa Hasikin, Nor Ashidi Mat Isa, Mahaneem Mohamed, Shahrel Azmin Suandi, and Nahrizul Adib Kadri, 2016, “A New Region-Based Adaptive Thresholding for Sperm Motility Segmentation”, Malaysia Journal of Computer Science, Vol. 29, No. 4, pp.272 – 286 (15 pages).(JCR: IF15: 0.476) (Q4)
  5. Hussein Samma, Chee Peng Lim, Junita Mohamad-Saleh and Shahrel Azmin Suandi, 2016, “A Memetic-based Fuzzy Support Vector Machine Model and Its Application to License Plate Recognition”, Memetic Computing, Volume 8, Issue 3, pp. 235 – 251 (17 pages). (JCR: IF15: 0.900) (Q2)
  6. Mohd Fauzi Abu Hassan, Ahmad Shahrizan Abdul Ghani, Dhanesh Ramachandram, Abduljalil Radman and Shahrel Azmin Suandi, 2016, “Enhancement of Under-Exposed Image for Object Tracking Through Homomorphic Filtering and Mean Histogram Matching”, Advanced Science Letters. (In Press)
  7. Hussein Samma and Shahrel Azmin Suandi, 2016, “Application of Particle Swarm Optimization in Face Sketch Recognition”, Advanced Science Letters. (In Press)
  8. Hani K. Al-Mohair, Junita Mohamad Saleh and Shahrel Azmin Suandi, 2015, “Hybrid Human Skin Detection Using Neural Network and k-Means Clustering Technique”, Applied Soft Computing, Elsevier, Vol. 33, August, pp.337-347. (IF15: 2.857) (Q1)
  9. Sami Abdulla Mohsen Saleh, Haidi Ibrahim and Shahrel Azmin Suandi, 2015, “Recent Survey on Crowd Density Estimation and Counting for Visual Surveillance”, Engineering Applications of Artificial Intelligence, Vol. 41, pp.103-114. (IF15: 2.368) (Q1)
  10. Loh Yee Koon and Shahrel Azmin Suandi, 2015, “Probabilistic Inference of Facial Action Unit by Dynamic Bayesian Network for Image Sequence”, IEEE 10th International Conference on Industrial Electronics and Applications (ICIEA), Auckland, New Zealand, June 15 – 17.
  11. Victor Teoh De Tze and Shahrel Azmin Suandi, “FingerCode for Identity Verification using Fingerprint and Smart Card”, 2015, 10th Asian Control Conference, Kota Kinabalu, Malaysia, May 31 – June 3.
  12. Sepehr Damavandinejadmonfared, Taha Bahraminezhad Jooneghani and Shahrel Azmin Suandi, 2014, “An Optimal Image Cropping Approach for Face Recognition in Video Surveillance Systems using PCA-Based Methods”, International Journal of Academic Research, Vol. 6, No. 4. DOI: dx.doi.org/10.7813/2075-4124.2014/6-4/A.38 (ISI)
  13. Mohd. Shahrimie Mohd. Asaari, Bakhtiar Affendi Rosdi and Shahrel Azmin Suandi, 2014, “Adaptive Kalman Filter Incorporated Eigenhand (AKFIE) for Real-Time Hand Tracking System”, Multimedia Tools and Applications, Published online June 2014. (IF14: 1.346) (Q2)
  14. Mohd Shahrimie Mohd Asaari, Shahrel Azmin Suandi and Bakhtiar Affendi Rosdi, 2014, “Fusion of Band Limited Phase Only Correlation and Width Centroid Contour Distance for Finger Based Biometrics”, Expert Systems with Applications, Volume 41, Issue 7, 1 June 2014, pp.3367-3383, Elsevier. (IF14: 2.240) (Q1)
  15. Waled Hussein Al-Arashi, Haidi Ibrahim and Shahrel Azmin Suandi, 2014, “Optimizing Principal Component Analysis Performance for Face Recognition using Genetic Algorithm”, Neurocomputing, Volume 128, pp.415-420. (IF14: 2.083) (Q2)
  16. Norsalina Hassan, Dzati Athiar Ramli and Shahrel Azmin Suandi, 2014, “Fusion of Face and Fingerprint for Robust Personal Verification System”, International Journal of Machine Learning and Computing, Volume 4, No. 4, August, pp. 371-375. (IET INSPEC)
  17. Ng. Lee Teng, Shahrel Azmin Suandi and Teoh Soo Siang, 2014, “Vehicle Classification using Visual Background Extractor (ViBe) and Multi-class Support Vector Machines (SVM)”, Lecture Notes in Electrical Engineering, Volume 291, Springer. pp.221-227. (ISI)
  18. Mohd. Shahrimie Mohd. Asaari, Bakhtiar Affendi Rosdi and Shahrel Azmin Suandi, 2013, “Intelligent Biometric Group Hand Trajectory (IBGHT) Database for Visual Hand Tracking Research and Development”, Multimedia Tools and Applications, Volume 70, Issue 3, pp.1869-1898. (IF13: 1.058) (Q2)


1.    “Understanding Traumatic Brain Injury (TBI) by Stochastic Processing of EEG Signals via Granger Analysis and Unsupervised Learning Techniques”, Transdisciplinary Research Grant Scheme (TRGS), Ministry of Higher Education (MOHE), Co-researcher.

2.    Science Fund, Malaysia Ministry of Science, Technology, and Innovation (MOSTI), June 2015 – September 2017, “Adaptive Appearance Models in Video Tracking & Surveillance”, Principal Investigator.

3.    Fundamental Research Grant Scheme (FRGS), 1 July 2014 – 30 December 2017, “Formulation of New Face Texture Algorithm with Kernel Based Classifiers for Personal Identification from Surveillance Camera in Uncontrolled Environment”, Principal Investigator.

4.    USM Research University Grant (Individual), December 2013 – May 2017, “Development of Face Recognition System from Sketch Images”, Principal Investigator.