3D Real Object Recognition on the Basis of Moment Invariants and Neural Networks. - Muharrem Mercimek; Kayhan Gulez (ISCIS, 2004)

A new method for the registration of three-dimensional point-sets: The Gaussian Fields framework. - Faysal Boughorbel; Muharrem Mercimek; Andreas F. Koschan; Mongi A. Abidi (Image Vis. Comput., 2010)

A Nested Autoencoder Approach to Automated Defect Inspection on Textured Surfaces. - Muhammed Ali Nur Oz; Ozgur Turay Kaymakci; Muharrem Mercimek (Int. J. Appl. Math. Comput. Sci., 2021)

Anomaly localization in regular textures based on deep convolutional generative adversarial networks. - Muhammed Ali Nur Oz; Muharrem Mercimek; Ozgur Turay Kaymakci (Appl. Intell., 2022)

Balancing Precision and Speed: Introducing the Performance Efficiency Evaluation Ratio (PEER) in Visual Odometry. - Cem Atilgan; Muharrem Mercimek (IEEE Access, 2025)