Научный руководитель аспирантов по научной специальности: 2.3.6. Методы и системы защиты информации,
информационная безопасность
Публикации:
Работа в редколлегиях журналов:
Ручай А.Н. - Член редколлегии «Вестник УрФО. Безопасность в информационной сфере», Российская Федерация.
1. Kober, V.I., Ruchay, A.N., Karnaukhov, V.N. Fast Recursive Computation of Composite Correlation Filters (2018) Journal of Communications Technology and Electronics, 63 (12), pp. 1486-1490. DOI: 10.1134/S1064226918120082 (Impact factor 0.510, Q2)
2. Ruchay, A.N., Dorofeev, K.A., Kolpakov, V.I. Fusion of information from multiple kinect sensors for 3D object reconstruction (2018) Computer Optics, 42 (5), pp. 898-903. DOI: 10.18287/2412-6179-2018-42-5-898-903 (Impact factor 0.535, Q2)
3. Ruchay, A., Kober, V., Gonzalez-Fraga, J.A. Reliable Recognition of Partially Occluded Objects with Correlation Filters (2018) Mathematical Problems in Engineering, 2018, 8284123. DOI: 10.1155/2018/8284123 (Impact factor 1.179, Q2) Материалы конференции (Web of Science, Scopus)
4. Ruchay, A.N., Dorofeev, K.A., Kalschikov, V.V. Accuracy analysis of 3D object reconstruction using point cloud filtering algorithms (2019) CEUR Workshop Proceedings, 2391, pp. 169-174.
5. Ruchay, A., Kober, V. Impulsive noise removal from color images with morphological filtering (2018) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10716 LNCS, pp. 280-291. DOI: 10.1007/978-3-319-73013-4_26
6. Ruchay, A.N., Dorofeev, K.A., Kober, A.V. Accurate reconstruction of the 3D indoor environment map with a RGB-D camera based on multiple ICP (2018) CEUR Workshop Proceedings, 2210, pp. 300-308.
7. Ruchay, A.N., Dorofeev, K.A., Kober, A.V. Accuracy analysis of 3D object reconstruction using RGB-D sensor (2018) CEUR Workshop Proceedings, 2210, pp. 82-88.
8. Ruchay, A., Dorofeev, K., Kober, A. An efficient detection of local features in depth maps (2018) Proceedings of SPIE - The International Society for Optical Engineering, 10752, 1075223. DOI: 10.1117/12.2319913
9. Ruchay, A., Dorofeev, K., Kober, A. 3D object reconstruction using multiple Kinect sensors and initial estimation of sensor parameters (2018) Proceedings of SPIE - The International Society for Optical Engineering, 10752, 1075222. DOI: 10.1117/12.2319911
10. Ruchay, A., Kober, A., Kolpakov, V., Makovetskaya, T. Removal of impulsive noise from color images with cascade switching algorithm (2018) Proceedings of SPIE - The International Society for Optical Engineering, 10752, 1075224. DOI: 10.1117/12.2319914
11. Ruchay, A., Dorofeev, K., Kober, A., Kolpakov, V., Kalschikov, V. Accuracy analysis of 3D object shape recovery using depth filtering algorithms (2018) Proceedings of SPIE - The International Society for Optical Engineering, 10752, 1075221. DOI: 10.1117/12.2319907
12. Ruchay, A.N., Kober, V.I., Chernoskulov, I.E. Real-time tracking of multiple objects with locally adaptive correlation filters (2017) CEUR Workshop Proceedings, 1901, pp. 214-218.
13. Ruchay, A., Kober, V. Removal of impulse noise clusters from color images with local order statistics (2017) Proceedings of SPIE - The International Society for Optical Engineering, 10396, 1039626. DOI: 10.1117/12.2272718
14. Ruchay, A., Kober, V. Impulsive noise removal from color video with morphological filtering (2017) Proceedings of SPIE - The International Society for Optical Engineering, 10396, 1039627. DOI: 10.1117/12.2272719
15. Ruchay, A., Kober, V., Chernoskulov, I. Tracking of multiple objects with time-adjustable composite correlation filters (2017) Proceedings of SPIE - The International Society for Optical Engineering, 10396, 1039624. DOI: 10.1117/12.2272705
16. Ruchay, A., Kober, V., Yavtushenko, E. Fast perceptual image hash based on cascade algorithm (2017) Proceedings of SPIE - The International Society for Optical Engineering, 10396, 1039625. DOI: 10.1117/12.2272716
17. Ruchay, A. An elective multibiometric authentication (2016) CEUR Workshop Proceedings, 1710, pp. 292-302.
18. Ruchay, A., Kober, V. A correlation-based algorithm for recognition and tracking of partially occluded objects (2016) Proceedings of SPIE - The International Society for Optical Engineering, 9971, 99712R. DOI: 10.1117/12.2237335
19. Ruchay, A., Kober, V. Clustered impulse noise removal from color images with spatially-connected rank filtering (2016) Proceedings of SPIE - The International Society for Optical Engineering, 9971, 99712Y. DOI: 10.1117/12.2236785
20. Ruchay, A., Kuznetsov, V. A new predicting method based on estimate of holder exponent by continuous wavelet transform (2016) 2016 2nd International Conference on Industrial Engineering, Applications and Manufacturing, ICIEAM 2016 - Proceedings, 7911639. DOI: 10.1109/ICIEAM.2016.7911639
21. Кобер В.И., Ручай А.Н., Карнаухов В.Н., БЫСТРОЕ РЕКУРСИВНОЕ ВЫЧИСЛЕНИЕ КОМПОЗИТНЫХ КОРРЕЛЯЦИОННЫХ ФИЛЬТРОВ // Информационные процессы. - 2018. - Т.18, № 1. - C. 27-34. - ISSN/ISBN 1819-5822
22. Ruchay A., A regression testing with semi-automatic test selection for auditing of IMS database // Челябинский физико-математический журнал. - 2019. - V.4, No 2. - P. 241–249. - ISSN/ISBN 2500-0101
23. Кобер В.И., Ручай А.Н., Карнаухов В.Н., Слежение за объектами с помощью адаптивных обобщенных корреляционных фильтров // Информационные процессы. - 2019. - Т.19, № 2. - C. 79-91. - ISSN/ISBN 1819-5822
24. Ручай А.Н., Кобер В.И., Карнаухов В.Н. Алгоритм оценивания типа и вероятности импульсного шума на цветных изображениях // Информационные процессы. - 2019. - Т.19, № 1. - C. 47-53. - ISSN/ISBN 1819-5822
25. Ruchay A.N., Dorofeev K.A., Kalschikov V.V. A novel switching bilateral filtering algorithm for depth map // Компьютерная оптика. - 2019. - V.43, No 6. - P. 1001-1007. - ISSN/ISBN 0134-2452
26. Dzhulamanov K., Gerasimov N., Ruchay A., Kolpakov V., Dzhulamanov E., The assessment of morphological features in Hereford cattle // IOP Conf. Series: Earth and Environmental Science 341 (2019) 012062, : IOP Conference Series: Earth and Environmental Science, 2019. - P. 012062 . - ISSN/ISBN 1755-13072
27. Ruchay A. A regression testing with semi-automatic test selection for auditing of IMS database // Челябинский физико-математический журнал. - 2019. - V.4, No 2. - P. 241–249. - ISSN/ISBN 2500-0101
28. Ruchay A., Dorofeev K., Kalschikov V. A switching morphological algorithm for depth map recovery // Lecture Notes in Computer Science. Analysis of Images, Social Networks and Texts. AIST 2019, : Springer-Verlag GmbH, 2019. - P. 1–10 . - ISSN/ISBN 0302-9743
29. Ruchay A., Dorofeev K., Kalschikov V., Kolpakov V., Dzhulamanov K. A depth camera-based system for automatic measurement of live cattle
body parameters // IOP Conf. Ser.: Earth Environ. Sci. 341 012148, : IOP Conference. Series: Earth and Environmental Science, 2019. - P. 012148 . - ISSN/ISBN 1755-1307
30. Ruchay A., Kober V., Karnaukhov V., Algorithm for Estimating Type and Probability of Impulse Noise in Color Images // Journal of Communications Technology and Electronics. - 2019. - V.64, No 12. - P. 1508–1512. - ISSN/ISBN 1064-2269
31. Ruchay A.N., Dorofeev K.A., Kober A.V., Kober V.I. 3D face recognition using depth filtering and deep convolutional neural network // Proc. SPIE 11137, Applications of Digital Image Processing XLII, : Proceedings of SPIE - The International Society for Optical Engineering, 2019. - C. 111371Y . - ISSN/ISBN 0277-786X
32. Kober V., Ruchay A., Karnaukhov V. Tracking Multiple Objects with Locally Adaptive Generalized Optimum Correlation Filters // Journal of Communications Technology and Electronics. - 2020. - V.65, No 6. - P. 716-724. - ISSN/ISBN 1064-2269 (Impact factor 0,483)
33. Kosyan D., Kolpakov V., Rusakova E., Ruchay A. Assessment of the occurrence of gene polymorphisms CAPN316 and UoGCAST in the population of cattle // Biointerface Research in Applied Chemistry. - 2020. - V.10, No 1. - P. 4786-4789. - ISSN/ISBN 2069-5837 (Impact factor 0,160)
34. Ruchay A., Kober V., Dorofeev K., Kolpakov V., Miroshnikov S. Accurate body measurement of live cattle using three depth cameras and non-rigid 3-D shape recovery // Computers and electronics in agriculture. - 2020. - V.179. - P. 105821. - ISSN/ISBN 0168-1699 (Impact factor 3,858)
35. Ruchay A.N., Dorofeev K.A. Design of autonomous mobile systems for face recognition based on a DCNN with compression and pruning // Proc. SPIE 11510, Applications of Digital Image Processing XLIII, : Proceedings of SPIE - The International Society for Optical Engineering, 2020. - C. 115102C.
12. Ruchay A.N., Dorofeev K.A., Kalschikov V.V. Real-time dense 3D object reconstruction using RGB-D sensor // Proc. SPIE 11510, Applications of Digital Image Processing XLIII, : Proceedings of SPIE - The International Society for Optical Engineering, 2020. - C. 115102E.
36. Ruchay A.N., Dorofeev K.A., Kober V.I. Classification of breast abnormalities in digital mammography with a deep convolutional neural network // Proc. SPIE 11510, Applications of Digital Image Processing XLIII, : Proceedings of SPIE - The International Society for Optical Engineering, 2020. - C. 115102D.
37. Ручай А.Н., Дорофеев К.А., Колпаков В.И., Джуламанов К.М., Кобер В.И. Разработка бесконтактной системы измерения морфологических признаков мясного скота // Животноводство и кормопроизводство. - 2020. - Т.103, № 2. - C. 157-164 . - ISSN/ISBN 2658-3135
38. Ручай А.Н. Разработка избирательной мультибиометрической аутентификации // Вестник УрФО. Безопасность в информационной сфере. - 2020. - Т.37, № 3. - C. 34–41. - ISSN/ISBN 2225-5435 (Impact factor 0,150)
39. Ручай А.Н., Разработка нового подхода регрессионного тестирования с полуавтоматическим выбором тестов для аудита IMS базы данных // Вестник УрФО. Безопасность в информационной сфере. - 2020. - Т.38, № 4. - C. 55-63. - ISSN/ISBN 2225-5435
40. Фельдман Е.В., Ручай А.Н., Чербаджи Д.Ю., Модель выявления аномальных банковских транзакций на основе машинного обучения // Вестник УрФО. Безопасность в информационной сфере. - 2021. - Т.39, № 1. - C. 27-35. - ISSN/ISBN 2225-5435
41. Фельдман Е.В., Ручай А.Н., Матвеева В.К., Самсонова В.Д., Модель выявления аномальных транзакций биткоинов на основе машинного обучения // Челябинский физико-математический журнал. - 2021. - Т.6, № 1. - C. 119–132. - ISSN/ISBN 2500-0101
42.
Ruchay A., Kober V., Dorofeev K., Karnaukhov V., Mozerov M., Classification of Breast Abnormalities Using a Deep Convolutional Neural Network and Transfer Learning // Journal of Communications Technology and Electronics. - 2021. - V.66, No 6. - P. 778 - 783. - ISSN/ISBN 1064-2269
43. Ruchay A., Gritsenko S., Ermolova E., Bochkarev A., Ermolov S., Guo H., Pezzuolo A., A Comparative Study of Machine Learning Methods for Predicting Live Weight of Duroc, Landrace, and Yorkshire Pigs // Animals. - 2022. - V.12, No 9. - P. 1152. - ISSN/ISBN 2076-2615
44. Ruchay A., Kober V., Dorofeev K., Kolpakov V., Dzhulamanov K., Kalshikov V., Guo H., Comparative analysis of machine learning algorithms for predicting live weight of Hereford cows // Computers and electronics in agriculture. - 2022. - V.195. - P. 106837. - ISSN/ISBN 0168-1699
