| 2024 | CSIT | BattleEye: A Lightweight CNN Model for Real-Time Military Vehicle Recognition on Low-Power Devices. | Mykhailo Konontsev, Roman Melnyk |
| 2024 | CSIT | Detection and Classification of Defects in PCB Images by Manipulation with Color and Machine Learning. | Roman Melnyk, Ruslan Tushnytskyy, Pavlo Viazovskyy |
| 2024 | CSIT | The Detection of the Surface Defects in Materials by Distributed and Invariant Features of Image Intensity. | Roman Melnyk, Yuri Vipshovskyi |
| 2022 | ICIP | A Noise Preserving Sharpening Filter for CT Image Enhancement. | Madhuri Nagare, Jie Tang, Obaidullah Rahman, Brian Nett, Roman Melnyk, Ken D. Sauer, Charles A. Bouman |
| 2021 | CSIT | Contacts Detection in PCB Image by Thinning, Clustering and Flood-filling. | Roman Melnyk, Daryna Hatsosh, Yevheniya Levus |
| 2021 | ICASSP | A Bias-Reducing Loss Function for CT Image Denoising. | Madhuri Nagare, Roman Melnyk, Obaidullah Rahman, Ken D. Sauer, Charles A. Bouman |
| 2020 | CSIT | Defects Detection by Approximation, Multilevel Segmentation and Comparison of Samples. | Roman Melnyk, Ruslan Tushnytskyy, Yurii Havrylko |
| 2019 | CSIT | Method of optimizing the parameters of the photovoltaic solar power plant regime. | Mykola Medykovskyy, Roman Melnyk |
| 2019 | CSIT | Distributed Cumulative Histogram Features for Similarity Graph Decomposition of Face Images. | Roman Melnyk, Ruslan Tushnytskyy |
| 2019 | CSIT | Modification of SWIR Face Images for their Comparison by Distributed Cumulative Histogram Features. | Roman Melnyk, Ruslan Tushnytskyy, Yuriy I. Kalychak |
| 2017 | CSIT | Face retrieval by distributed intensity features of I, X, Y - Segmented images. | Roman Melnyk, Yuriy I. Kalychak |