Students

Supervised/co-supervised 33 MSc and 10 PhD students to successful completion.

Completed:

  • Görkem Polat (PhD, 2023), “Computer-Aided Estimation of Endoscopic Activity in Ulcerative Colitis”
  • Mehmet Ali Arabacı (PhD, 2023 – principal supervisor), “Multi-Modal Egocentric Activity Recognition Through Decision Fusion”
  • Ülkü Uzun (PhD, 2022), “Employment of Cycle-Spinning in Deep Learning”
  • Berat Tuna Karlı (MSc, 2022), “Attack Independent Perceptual Improvement of Adversarial Examples”
  • Alperen İnci (MSc, 2022), “Active Learning Based Synthetic Sample Selection for Endoscopic Image Classification”
  • Ayberk Aydın (MSc, 2022), “Improving Perceptual Quality of Spatially Transformed Adversarial Examples”
  • Deniz Şen (MSc, 2022), “Universal Adversarial Perturbations using Alternating Loss Functions”
  • Ümit Mert Çağlar (MSc, 2022), “Improving Classification Performance of Endoscopic Images with Generative Data Augmentation”
  • Cihan Ongun (PhD, 2021) – “Generation and Modification of 3D Models with Deep Neural Networks” pdf
  • Ayse Elvan Aydemir (PhD, 2021, co-supervised), “A Data Driven Performance Evaluation Framework for Sports Analytics”
  • Hilmi Kumdakçı (MSc, 2021) – “Vehicle Detection on Small Scale Data by Generative Data Augmentation”
  • Hamza Eray (MSc, 2021) – “Parallelization of Noise Subspace-Based DOA Estimation Algorithms on CPU and GPU”
  • Atıl İlerialkan (MSc, 2019 – co-supervised) – “Speaker and Posture Classification using Instantaneous Acoustic Features of Breath Signals”
  • Bilgin Aksoy (MSc, 2019) – “Perceptual Quality Preserving Adversarial Attacks”
  • Fatih Ozkan (MSc, 2017 – principal supervisor) – “First-Person Activity Recognition with Multiple Kernel Learning”
  • Gokhan Yilmaz (MSc, 2017 – principal supervisor)– “Accelerating Line-of-Sight Analysis Algorithms with Parallel Programming” source code
  • Ahmet Yigit (PhD, 2016) – “Conjoint Individual and Group Tracking with Online Learning”
  • Berker Logoglu (PhD, 2016 – principal supervisor) – “Spatial 3D Local Descriptors for Object Recognition in RGB-D Images”
  • Mustafa Yagcioglu (PhD, 2015 – principal supervisor) – “Object Tracking with Range Gated Camera System”
  • Serdar Buyuksarac (MSc, co-supervised, 2015) – “GPU-Enabled Real-Time Panoramic Background Subtraction”
  • Ibrahim Serdar Acikgoz (MSc-project, 2015) – “GPU Accelerated Framework for Satellite Image Processing”
  • Erkam Akkurt (MSc, 2015- principal supervisor) – “UBDROID: A Tool for Monitoring Smartphone Application Usage for User Behavior Analysis”
  • Ugur Guler (MSc, 2015) – “Automated Detection of Viewer Engagement by Head Motion Analysis”
  • Ilker Gurcan (MSc, 2014) – “Hybrid CPU-GPU Implementation of Tracking-Learning-Detection Algorithm”
  • Eldjon Kepucka (MSc, 2014) – “A Mobile Sensing Framework for Audience Emotion Analysis”
  • Ayse Elvan Gunduz (MSc, co-supervised, 2014) – Anomaly Detection Using Sparse Features and Spatio-Temporal Hidden Markov Model for Pedestrian Zone Video Surveillance
  • Cihan Öngün (MSc, co-supervised, 2014) – Anomaly Detection for Video Surveillance in Crowded Environments
  • Burcin Buket Ogul (MSc, 2013) – A Learning-Based Method for Person Re-Identification
  • Fariba Yousefi (MSc, co-supervised, 2013) – Evaluation of Feature Descriptors for Finger Vein Recognition
  • Coskun Ayyildiz (MSc-project, 2013) – Comparative Evaluation of Particle Filter and Mean Shift Tracking for Video Surveillance
  • Puren Guler (MSc, co-supervised, 2012) – Automated Crowd Behavior Analysis for Video Surveillance Applications
  • Deniz Emeksiz (MSc, 2012) – Object Tracking System with Seamless Object Handover between Stationary and Moving Camera Modes
  • Yusuf Sayita (MSc, 2012 – principal supervisor) – Classification of Migraineurs Using Functional Near Infrared Spectroscopy Data
  • Kutlug Bilge Kosehan (MSc-project, 2012) – Informatics Institute Android Application
  • Musa Atas (PhD, co-supervised, 2011) – Hyperspectral Imaging and Machine Learning of Texture Foods for Classification
  • Safak Bal (MSc-project, 2011) – CamDroid: A Web Services Based Live Camera Display Engine for Android Platform
  • Cigdem Beyan (MSc,2010) – Object Tracking For Surveillance Applications Using Thermal And Visible Band Video Data Fusion
  • Ahmet Yigit (MSc,2010) – Thermal and Visible Band Image Fusion for Abandoned Object Detection
  • Mustafa Teke (MSc,2010) – Multispectral Satellite Image Registration Using SURF
  • Firat Vural  (MSc, co-supervised, 2009)  – Registration of Multi-Spectral Satellite Images Using OR-SIFT Method
  • Ali Saglam (MSc, 2009) – Adaptive Camera Tamper Detection for Video Surveillance
  • Meral Ozkaya (MSc, 2009) – Road Extraction from High Resolution Satellite Images
  • Yalin Bastanlar (PhD, co-supervised, 2009) – Structure-From-Motion for Systems With Perspective and Omnidirectional Cameras

Ongoing:

  • Oğuz Hanoğlu (PhD)
  • Muhammet Esat Kalfaoğlu (PhD)
  • Fatih Çağatay Akyön (PhD)
  • Ayberk Aydın (PhD)
  • Ümit Mert Çağlar (PhD)
  • Ufuk Efe (PhD)
  • Burak Künkçü (MSc)
  • Zülfiye Kütük (MSc)
  • Volga Sezen (MSc)
  • Meryem Mine Gündoğan (MSc)
  • Ant Duru (MSc)