Computer Vision and Image Processing Group

Director: Prof. Lale Akarun

Graduate Students: Yunus Emre Kara, Alp Kındıroğlu, Barış Evrim Demiröz, Necati Cihan Camgöz

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: Murat Semerci

Research Interests

  • Classifier Combination
  • Decision Trees
  • Neural Networks
  • Handwritten Digit Recognition
  • Design of Experiments
  • Statistical Evaluation of Classifiers
  • Support Vector Machines
  • Kernel Methods

Speech Processing Group

Director: Prof. Fikret Gurgen

Graduate Students: Umut Konur

Research Interests

  • Speech recognition
  • Speaker recognition
  • Medical Data Analysis and Decision Applications
  • Fingerprint Identification
  • Multimedia Speech Coding