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Գիտական հետաքրքրություններ

• Անօդաչու թռչող սարքեր (ԱԹՍ)
• Կառավարման տեսություն
• Մեքենայական ուսուցում

Հրապարակումների ցուցակ

• V. Melkonyan, V. Sahakyan, L. Kirakosyan, O. Hovhannisyan, Comparison of Single Object Tracking Algorithms on Video Sequences Captured from UAV, Proceedings of the Russian-Armenian University, 2022, DOI: 10.48200/1829-0450_pmn_2022_2_67.
• S. Sargsyan, J. Hakobyan, M. Mehrabyan, R. Mkoyan, V. Sahakyan, V. Melkonyan, M. Arutunian, A. Fahradyan, A. Avetisyan, Advanced Grammar-Based Fuzzing, Ivannikov ISPRAS Open Conference (ISPRAS), 2022, DOI: 10.1109/IVMEM57067.2022.9983953.
• S. Sargsyan, J. Hakobyan, L. Nersisyan, K. Sargsyan, V. Melkonyan, Improving fuzzing efficiency based on extracted constant values, Ivannikov ISPRAS Open Conference (ISPRAS), 2022, DOI: 10.1109/ISPRAS57371.2022.10076849.
• V. Sahakyan, V. Melkonyan, G. Gharagyozyan, A. Avetisyan, Enhancing Image Recognition with Pre-Defined Convolutional Layers Based on PDEs, Programming and Computer Software, 2023, DOI: 10.1134/S0361768823030088.
• A. Sardaryan, V. Sahakyan, V. Melkonyan, S. Sargsyan, An Accurate Real-Time Object Tracking Method for Resource Constrained Devices, Proceedings of the Institute for System Programming of the RAS, 2024, DOI: 10.15514/ISPRAS-2024-36(3)-20.
• A. Fahradyan, T. Baghdasaryan, V. Melkonyan, V. Sahakyan, L. Kirakosyan, O. Hovhannisyan, S. Sargsyan, A. Darbinyan, Comparing and Improving Change Detection Methods, Proceedings of the Russian-Armenian University, 2024, DOI: 10.24412/1829-0450-2024-1-37-43.
• V. Sahakyan, V. Melkonyan, S. Sargsyan, Real-time Target Localization Using Gimbaled Laser on UAVs, Proceedings of the Institute for System Programming of the RAS, 2025, DOI: 10.15514/ISPRAS-2025-37(4)-11.

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