Computer Vision and Image Processing Group

Director: Prof. Lale Akarun

Graduate Students: Yunus Emre Kara, Ahmet Alp Kındıroğlu, Barış Evrim Demiröz, Recep Doğa Siyli, Ufuk Can Biçici, Oğulcan Özdemir, Gizem Ünlü

Research Interests

Statistical Inference Group

Director: Assist. Prof. A. Taylan Cemgil

Graduate Students:Umut Şimşekli, Barış Kurt, Işık Barış Fidaner, Orhan Sönmez, Can Kavaklıoğlu, Türkan Hamzaoğlu, Dağhan Dinç

Research Interests

  • Bayesian statistics, Machine Learning, Time Series Analysis, Scientific Computation
  • Audio and Music Modelling, Processing, Restoration, Separation, Transcription
  • Statistical analysis of Networks, Matrix and Tensor Decompositions
  • Control and Reinforcement Learning

Machine Learning Group

Director: Prof. Ethem Alpaydin

Graduate Students: Gökhan Çoban, Enes Burak Dündar, Erdem Emekligil, Derya Gök, Uras Mutlu.

Research Interests

  • Decision Trees
  • Neural Networks and Deep Learning
  • Classifier Combination
  • Statistical Evaluation of Learning Algorithms
  • Support Vector Machines and Kernel Methods

Speech Processing Group

Director: Prof. Fikret Gurgen

PhD Students: Murat Yagci, Özlem Özcan Simsek, Cevahir Parlak

MSc Students: Seçil Şen, Rana Özcan, Kadir Özlem, Ali Yeşilkanat, Uğur Taş

Research Interests

  • Speech Processing
  • Intelligent Systems
  • Bioinformatics and Medical Decision Making Applications
  • Machine Learning
  • Multimedia