Firsov, Nikita A.

2025

• 1 Makarov A., Mirpulatov I., Firsov N. etc. Deep Spectral-Spatial Transformer for Robust Hyperspectral Image Segmentation in Varying Field Conditions // IEEE Access 2025. — Vol. 13. — P. 97454-97471

2024

• 1 Firsov N., Myasnikov E., Lobanov V. etc. HyperKAN: Kolmogorov–Arnold Networks Make Hyperspectral Image Classifiers Smarter // Sensors (Switzerland) 2024. — Vol. 24. Issue 23. № 23.

2023

• 1 Podlipnov V.V., Firsov N.A., Ivliev N.A. etc. Spectral-spatial neural network classification of hyperspectral vegetation images // IOP Conference Series: Earth and Environmental Science. — 2023. — Vol. 1138. Issue 1. № 1.
• 2 Zherdeva L.A., Minaev E.Yu., Firsov N.A. Building surface damage recognition based on synthetic data // 2023 IX International Conference on Information Technology and Nanotechnology (ITNT). — 2023. —
• 3 Ryskova D.D., Nikonorov A., Pirogov A.V. etc. Neural network classification of soils with different carbon and calcium content based on hyperspectral data // 2023 IX International Conference on Information Technology and Nanotechnology (ITNT). — 2023. —
• 4 Pirogov A.V., Nikonorov A., Muzyka A.A. etc. Hyperspectral images neural network analysis of unstained micropreparations // 2023 IX International Conference on Information Technology and Nanotechnology (ITNT). — 2023. —
• 5 Firsov N.A., Podlipnov V.V., Ivliev N.A. etc. Ensembles of spectral-spatial convolutional neural network models for classifying soil types in hyperspectral images // Computer Optics 2023. — Vol. 47. Issue 5. № 5. — P. 795-805

2022

• 1 Hamandi A.C., Skidanov R.V., Firsov N.A. etc. Hyperspectral imaging of microscopic medical preparations // 2022 8th International Conference on Information Technology and Nanotechnology, ITNT 2022. — 2022. —
• 2 Makarov A.R., Podlipnov V.V., Ivliev N.A. etc. Neural network classification of coffee varieties on hyperspectral images // 2022 8th International Conference on Information Technology and Nanotechnology, ITNT 2022. — 2022. —

2021

• 1 Firsov N.A., Podlipnov V.V., Ivliev N.A. etc. Neural network-aided classification of hyperspectral vegetation images with a training sample generated using an adaptive vegetation index // Computer Optics 2021. — Vol. 45. Issue 6. — P. 887-896

2020

• 1 Evdokimova V. V. , Petrov M., Klyueva M. A. etc. Study of GAN-based image reconstruction for diffractive optical systems // Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology. — 2020. —