An Analysis of Convolutional Neural Network Models for Classifying Machine Tools. - Leonid Koval; Daniel Pfaller; Mühenad Bilal; Markus Bregulla; Rafal Cupek (ICCCI (CCIS Volume), 2021)

Damage Detection of Coated Milling Tools Using Images Captured by Cylindrical Shaped Enclosure Measurement Setup. - Mühenad Bilal; Christian Mayer; Sunil Kancharana; Markus Bregulla; Rafal Cupek; Adam Ziebinski (ICCCI (CCIS Volume), 2022)

High Resolution Mask R-CNN-based Damage Detection on Titanium Nitride Coated Milling Tools for Condition Monitoring by using a New Illumination Technique. - Mühenad Bilal; Sunil Kancharana; Christian Mayer; Daniel Pfaller; Leonid Koval; Markus Bregulla; Rafal Cupek; Adam Ziebinski (VISIGRAPP (5: VISAPP), 2022)

Automatized End Mill Wear Inspection Using a Novel Illumination Unit and Convolutional Neural Network. - Mühenad Bilal; Ranadheer Podishetti; Leonid Koval; Mahmoud A. Gaafar; Daniel Grossmann; Markus Bregulla (IEEE Access, 2024)

The Effect of Annotation Quality on Wear Semantic Segmentation by CNN. - Mühenad Bilal; Ranadheer Podishetti; Leonid Koval; Mahmoud A. Gaafar; Daniel Grossmann; Markus Bregulla (Sensors, 2024)

Benchmarking CNN Architectures for Tool Classification: Evaluating CNN Performance on a Unique Dataset Generated by Novel Image Acquisition System. - Mühenad Bilal; Ranadheer Podishetti; Daniel Grossmann; Markus Bregulla (IEEE Access, 2025)