1. Главная
  2. Ресурсы
  3. Библиотечный поиск
Color restoration ofimages through highorder zeroing neuralnetworks : доклад,тезисы доклада Mourtas Spyridon D.2024 год

Color restoration of images through high order zeroing neural networks : доклад, тезисы доклада
доклад, тезисы доклада, статья из сборника материалов конференций

Дополнительные ссылки: eLibrary · Источник статьи
База данных: Каталог библиотеки СФУ
Библиографическое описание: Color restoration of images through high order zeroing neural networks : доклад, тезисы доклада / Spyridon D. Mourtas. - [S. l. : s. n.], 2024. - Текст : непосредственный // Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-II-2023) : Proceedings of the II International Workshop / Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-II-2023) (2023 ; 28.11 - 30.11 ; Krasnoyarsk). - Krasnoyarsk, 2024. - P. 1005. - This work was supported by the Ministry of Science and Higher Education of the Russian Federation (Grant No. 075-15-2022-1121). - DOI 10.1051/itmconf/20245901005.
Аннотация: One of the fundamental tasks in pattern recognition is color image restoration. Every color image has three channels in the RGB color space, in contrast to grayscale images. The restoration of color images is typically far more challenging than that of grayscale images because of the internal relationships among the three channels. Given that the color image restoration can be represented as a dynamic problem with quaternion matrices, a new high order zeroing neural network (HZNN) model is developed to tackle this issue. Specifically, the time-varying quaternion matrix linear equations can be solved using the HZNN design, which is a member of the family of zeroing neural network (ZNN) models that correlate to hyperpower iterative techniques. In a realistic color image restoration application, the HZNN design outperforms the ZNN design, although both approaches work amazingly well.
Год издания: 2024
Авторы: Mourtas Spyridon D.
Издательство: Krasnoyarsk
Номера страниц: 1005
Держатель оригинала документа: Department of Economics, Division of Mathematics-Informatics and Statistics-Econometrics, National and Kapodistrian University of Athens, Laboratory “Hybrid Methods of Modelling and Optimization in Complex Systems”, Siberian Federal University
Мероприятие: Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-II-2023) (Krasnoyarsk, 2023 ; 28.11 - 30.11)
Количество экземпляров:
Твёрдая копия издания отсутствует в фонде библиотеки

Похожие публикации

Computing the dynamicAC of an electricalnetwork via a fuzzyadaptive recurrentneural network Mourtas Spyridon D.2025 год

Computing the dynamic AC of an electrical network via a fuzzy adaptive recurrent neural network : доклад, тезисы доклада

  • Mourtas Spyridon D.
  • 2025 год
The method of optimalresource managementof a distributeddynamic system basedon the algorithm ofzeroing neural… Bryukhanova Evgenia2024 год

The method of optimal resource management of a distributed dynamic system based on the… : доклад, тезисы доклада

  • Bryukhanova Evgenia
  • 2024 год
Evolutionary searchalgorithm forlearning activationfunction of anartificial neuralnetwork Yurshin Viacheslav2025 год

Evolutionary search algorithm for learning activation function of an artificial neural network : доклад, тезисы доклада

  • Yurshin Viacheslav
  • 2025 год
Minimizing the CarbonFootprint with theUse of Zeroing NeuralNetworks Bryukhanova EvgeniaAntamoshkin Oleslav2022 год

Minimizing the Carbon Footprint with the Use of Zeroing Neural Networks : доклад, тезисы доклада

  • Bryukhanova Evgenia и др.
  • 2022 год
Customer churnclassificationthrough a weights andstructuredetermination neuralnetwork Mourtas Spyridon D.2024 год

Customer churn classification through a weights and structure determination neural network : доклад, тезисы доклада

  • Mourtas Spyridon D.
  • 2024 год
Towards Higher-OrderZeroing NeuralNetwork Dynamics forSolving Time-VaryingAlgebraic RiccatiEquations Jerbi H.Alharbi H.Omri M.2022 год

Towards Higher-Order Zeroing Neural Network Dynamics for Solving Time-Varying Algebraic Riccati… : статья из журнала

  • Jerbi H. и др.
  • 2022 год
Selection ofappropriatearchitecture andparameters of neuralnetwork for imagesrecognition andclassification Kukartsev V.V.Mikhalev A.S.Tarasevich A.V2019 год

Selection of appropriate architecture and parameters of neural network for images recognition and classification :…

  • Kukartsev V.V. и др.
  • 2019 год
Digital processing ofsatellite imagesusing neural networkalgorithms Kochanov AndreyZolotukhin VyacheslavMironenko Vladislav2022 год

Digital processing of satellite images using neural network algorithms : доклад, тезисы доклада

  • Kochanov Andrey и др.
  • 2022 год

Показать ещё

Classification ofMicroscopy ImageStained byZiehl–Neelsen MethodUsing DifferentArchitectures ofConvolutional… Shelomentseva I.G.Chentsov S.V.2021 год

Classification of Microscopy Image Stained by Ziehl–Neelsen Method Using Different Architectures of Convolutional…

  • Shelomentseva I.G. и др.
  • 2021 год
Zeroing NeuralNetwork Based onNeutrosophic Logicfor CalculatingMinimal-NormLeast-SquaresSolutions to Time… Katsikis Vasilios N.Stanimirović Predrag S.Mourtas Spyridon D.2023 год

Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares… : научное издание

  • Katsikis Vasilios N. и др.
  • 2023 год
Multi-objectiveparametric synthesisof loss functions inneural networks withevolutionaryalgorithms Morozov EduardStanovov Vladimir2024 год

Multi-objective parametric synthesis of loss functions in neural networks with evolutionary… : доклад, тезисы доклада

  • Morozov Eduard и др.
  • 2024 год
Processing andanalysis of images toclarify biologicalstructure of thebrain from theposition of forming aneural… Medievsky A. V.Zotin A. G.Simonov K. V.2022 год

Processing and analysis of images to clarify biological structure of the brain from the… : доклад, тезисы доклада

  • Medievsky A. V. и др.
  • 2022 год
Method of RecurrentNeural NetworkHardwareImplementation Nepomnyashchiy O.Khantimirov A.Galayko D.2020 год

Method of Recurrent Neural Network Hardware Implementation : доклад, тезисы доклада, статья из сборника материалов…

  • Nepomnyashchiy O. и др.
  • 2020 год
Solving the problemof calculating strainindices inechocardiographyusing deep learningneural networks Alekhina AnnaDorrer MikhailSadovskiy Mikhail2023 год

Solving the problem of calculating strain indices in echocardiography using deep learning… : доклад, тезисы доклада

  • Alekhina Anna и др.
  • 2023 год
Design of controllersfor higher ordersystems Prokopev A.Nabizhanov Z.Ivanchura V.2019 год

Design of controllers for higher order systems : доклад, тезисы доклада, статья из сборника материалов конференций

  • Prokopev A. и др.
  • 2019 год

Finding Power Sums of Zeros of an Entire Function of Finite Order of Growth : статья из журнала

  • Djumabaev Davlatbay
  • 2024 год