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Prof. Dr. Önsen Toygar

Thesis Supervision


Supervised MS/PhD Students:

PhD Thesis Students:

  1. Fuat Uyguroğlu (PhD): Enhancing Brain Disease Diagnosis Using Dataset Reorientation in 3D CNNs with Fusion of Multiple Networks, graduated in September 2024

  2. Felix O. Babalola (PhD): A Multimodal Hand Vein Database and Recognition System, graduated in July 2022.

  3. İmren Toprak (PhD): Spoof Detection on Ear Biometrics, graduated in December 2019.
  4. Shahram Taheri (PhD): Fusion of Hand-crafted Descriptors with CNN-based Features for Facial Age Estimation, graduated in January 2019.
  5. Esra’a R. A. Alqaralleh (PhD): Person Recognition Through Profile Faces Using Ear Biometrics, graduated in March 2018.
  6. Ayman I. M. Afaneh (PhD): Distinguishing Identical Twins Using Facial Images and Various Feature Extractors, graduated in February 2018.
  7. Mina Farmanbar (PhD): Efficient Multimodal Biometric Systems Using Palmprint and Face, graduated in February 2016.
  8. Cem Kalyoncu (PhD): Plant Leaf Classification, graduated in August 2015.
  9. Shima Izadpanahi (PhD):Human Age Classification Using Geometric Ratios and Wrinkle Analysis, graduated in June 2014.
  10. Maryam Eskandari (PhD):Fusion of Face and Iris Biometrics for Person Identity Verification, graduated in May 2014.

MS Thesis Students:

  1. Ezgi Yazıcı (MS Thesis): Traffic Sign Recognition in Adverse Weather Conditions: A Comparative Study with Hand-Crafted and Lightweight Deep Learning Approaches, July 2026.
  2. Alper Tuncay (MS Thesis): Multimodal Deep Learning for Continuous User Authentication Using Keystroke and Mouse Dynamics, July 2026.
  3. Amirhossein Mokabberi (MS Thesis): Advancing Finger Vein Recognition: A Comparative Analysis of Feature Extraction and Matching, February 2026.
  4. Ebtihal Ismail Enfes (MS Thesis): Facial Recognition under Disguise and Makeup, January 2025.
  5. Zeinab Jabbarbabouei (MS Thesis): Diabetic Retinopathy Detection Using Hand-Crafted and Deep Learning Methods, August 2024.
  6. Leila Mohammadianvaighan (MS Thesis): Grape leaf disease classification using hand-crafted and deep learning methods, August 2024.
  7. Erce Öztürk (MS Thesis): Forged Signature Detection in Offline Signature Verification, August 2024.
  8. Yasemin Keskin (MS Thesis): Underwater Image Enhancement Using Fusion of Different Techniques, September 2023.
  9. Sameh Makkie (MS Thesis): Unconstrained and Constrained Ear Recognition Using Deep Learning Architectures, July 2023.
  1. Irene K. Atamba (MS Thesis): Classification of Vegetable Images Using Texture and Color Features, February 2023.
  2. Shehu Hamidu (MS Thesis): Finger Knuckle Pattern Recognition Through The Fusion of Major and Minor Knuckles, February 2023.
  3. Ali Torbati (MS Thesis): Comparison of Masked and Unmasked Face Recognition Performance with Hand-Crafted Methods, February 2023.
  4. Hasan Erbilen (MS Thesis): On The Use of Finger Knuckle Patterns for Person Identification, September 2022.
  5. Samaneh Sarfarazi (MS Thesis): Brain Tumor Classification Using Deep Learning Through MRI Images, July 2022.
  6. Abdolrahman Farshgar (MS Thesis): Fusion of Palmprint, Palm Vein and Dorsal Hand Vein for Personal Identification, September 2020.
  7. Oluwamuyiwa Q. Akinpelu (MS Thesis): Palmprint and Face Biometrics for Person Authentication Using Color Images, August 2020.
  8. Ibrahim Isah (MS Thesis): Identification Of Plant Diseases Using Gray-Level And Color-Based Features Of Leaf Images, July 2020.
  9. Mohammad Mehdi Pazouki (MS Thesis): Color-Based Face Recognition with Different Color Spaces and Image Quality Assessment, June 2020.
  10. Kevin C. Nwigbo (MS Thesis): Fruit Classification using Global and Local Descriptors, January 2020.
  11. Suleiman A. Usman (MS Thesis): Plant Disease Classification Using Texture-based Methods Through Leaf Images, May 2019.
  12. Hussaini Habib (MS Thesis): Iris Anti-Spoofing Using Image Quality Measures, January 2019.
  13. Shvan A. Saeed (MS Thesis): Texture Classification Using Texture-based Feature Extraction Algorithms, November 2018.
  14. Shaafan J. Othman (MS Thesis): Animal Classification Using Appearance-Based, Model-Based and Texture-Based Methods, November 2018.
  15. Parichehr B. Ardakani (MS Thesis): Gender Classification Using Local Binary Patterns Approach and Its Variants, September 2016.
  16. Cengiz Kandemir (MS Thesis): Impulse Noise Removal Using Unbiased Weighted Mean Filter, July 2015.
  17. Hayman S. Mohammed (MS Thesis): A Comparative Study on Palmprint Recognition, September 2014.
  18. Fatemeh Mirzaei (MS Thesis): Age Classification using Facial Feature Extraction, January 2011.
  19. Maryam Eskandari (MS Thesis): Recognition of Iris Images in the Presence of  Noise, September 2009.
  20. Meryem Erbilek (MS Thesis): Iris Recognition Using Partitioning-based and Subpattern-based Approaches, August 2009.
  21. Siamak Tafavogh (MS Thesis): Facial Expression Recognition Using Holistic and Subpattern-based Approaches, June 2009.
  22. Hüseyin Sertbay (MS Thesis): Effect of Aging on Face Recognition, June 2009.
  23. Tiwuya H. Faaya (MS Thesis): Recognition of Facial Expressions and Faces under Different Illumination Conditions and Occlusions, June 2008.


MS Project Students:

  1. Burak Erçıktı (MS Project): Automated Glaucoma Diagnosis From Funduscopic Appearances, January 2026.
  2. Nekabari Isabella Kpai (MS Project): Apple Leaf Disease Classification Based on AlexNet and Binarized Statistical Image Features, January 2023.
  3. John Akinkunle Katende (MS Project): Gender Recognition Via Voice Using Logistic Regression, June 2022.
  4. Muhammad Abba Ismaila (MS Project): Synthesized Iris Detection Using Image Quality Assessment, June 2021.
  5.  Mustapha Babayo Zaki (MS Project): Semantic Image Inpainting, December 2020.
  6.  Abdulhameed A. Abdulkareem (MS Project): Face Anti-Spoofing Using Image Quality Metrics, January 2018.



Ongoing PhD. Thesis Students:

  1. Zeinab Jabbarbabouei (PhD)
  2. Leila Mohammadian Vaighan (PhD)
  3. Ebtihal Ismail Enfes (PhD)
  4. AmirHossein Mokabberi (PhD)

Ongoing MS Thesis Students:

  1. Mahamat Hassan (MS)
  2. Nima Abdollahipour (MS)
  3. Sohrab Memari (MS)













Prof. Dr. Önsen Toygar