GRADUATE SCHOOL OF INFORMATICS


Ayşe Elvan Aydemir

Picture of the person
Ayşe Elvan Aydemir
Room No: 
Z-09
Tel No: 
(0312) 210 7876
E-mail: 
agunduz@metu.edu.tr
Research Group Web Page: 
Education: 

BSc. Actuarial Science, Hacettepe University

MSc. Information Systems, METU

Research Interests: 

Machine Learning, Data Mining, Computer Vision, Game Technologies

Courses / Laboratories: 

IS 580 Knowledge, Discovery and Mining

Thesis / Research Information: 
  • MS Thesis: Anomaly Detection Using Sparse Features and Hidden Markov Model for Pedestrian Zone Surveillance (ISRA Vision Thesis Award - 2nd Place)
Publications: 

Density Aware Anomaly Detection in Crowded Scenes (IET Computer Vision – October 2015) - Published

  • Anomaly Detection in Crowd Scenes Using Perspective Masks and CHMMs (IEEE International Conference on Advanced Video and Signal Based Surveillance – August 2014) -  Published

  • Density Estimation in Crowd Videos (IEEE 22. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, April 2014) - Published

  • Feature detection and tracking for extraction of crowd dynamics (IEEE 21. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, April 2013.) - Published