Edge preserving image denoising method based on averaging. - Elvan Duman; Osman Ayhan Erdem (SIU, 2015)

A new image denoising method based on region growing segmentation. - Elvan Duman; Osman Ayhan Erdem (SIU, 2017)

A statistical edge detection framework for noisy images. - Elvan Duman; Osman Ayhan Erdem (SIU, 2018)

Anomaly Detection in Videos Using Optical Flow and Convolutional Autoencoder. - Elvan Duman; Osman Ayhan Erdem (IEEE Access, 2019)

Gözetim sistemleri için normal olmayan davranışların algılanması (Abnormal human behavior recognition for surveillance systems) - Elvan Duman (2020)