Buchumschlag

A generalized methodology of sign language recognition on video streams based on neural networks and transformers

The investigation presents a systematic methodology for effective sign language recognition on video streams which considers the importance of using neural networks and transformers for automatic detection and gestures recognition in real time. This methodology combines such fields as computer visio...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Datum:	2023
Hauptverfasser:	Кузнєцова, Н. В., Смірнов, С. С.
Format:	Artikel
Sprache:	Ukrainisch
Veröffentlicht:	Інститут проблем реєстрації інформації НАН України 2023
Schlagworte:	system methodology system analysis neural networks transformers sign language recognition recurrent neural networks convolutional neural networks
Online Zugang:	http://drsp.ipri.kiev.ua/article/view/300527
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!
Назва журналу:	Data Recording, Storage & Processing

Institution

Data Recording, Storage & Processing

Ähnliche Einträge

Method for political propaganda detection in internet content using neural network natural language processing tools
von: Krak, Iu.V., et al.
Veröffentlicht: (2024)

Development and research of a modified convolutional neural network for malaria cell pattern recognition
von: Федорченко, Є. М., et al.
Veröffentlicht: (2023)

Operational diagnostics of main equipment APP
von: Sharayevskij G.S., et al.
Veröffentlicht: (2009)

Self-learning neural network technologies in the systems of structural recognition of visual objects
von: Berestovskii, A. E., et al.
Veröffentlicht: (2015)

A prediction of the frequency of non-periodic signals based on convolutional neural networks
von: Subbotin, S. A., et al.
Veröffentlicht: (2018)

Optimization methods for face recognition algorithmes
von: Sitkov, I.P., et al.
Veröffentlicht: (2025)

Photovoltaic system faults diagnosis using discrete wavelet transform based artificial neural networks
von: Bengharbi, A. A., et al.
Veröffentlicht: (2022)

The problem of prediction of the transmission coefficient using neural networks with a limited quantity of data
von: Krysenko, Pavlo
Veröffentlicht: (2025)

Neural and Bayesian networks in the problem of credit risk analysis
von: Kuznietsova, N. V., et al.
Veröffentlicht: (2015)

An evaluation of task performance capabilities in a network-centric system with neural networks usage
von: Бойченко, А. В., et al.
Veröffentlicht: (2025)

Improvement of voltage stability for grid connected solar photovoltaic systems using static synchronous compensator with recurrent neural network
von: Praveen Kumar, T., et al.
Veröffentlicht: (2022)

Complex systems in geophysics: methods of research and prediction of their behavior
von: Mykulyak, Serhiy
Veröffentlicht: (2025)

On the problem of object recognition on devices with limited resources
von: Berdnyk, Y.M., et al.
Veröffentlicht: (2025)

Adaptive maximum power point tracking using neural networks for a photovoltaic systems according grid
von: Sahraoui, H., et al.
Veröffentlicht: (2021)

Recurrent neural network model for music generation
von: Komarskiy, O.C., et al.
Veröffentlicht: (2022)

A modern approach to calculating the abilities and capabilities of military units to perform tasks using artificial intelligence
von: Бойченко, А. В., et al.
Veröffentlicht: (2025)

Recurrent neural networks for the problem of improving numerical meteorological forecasts
von: Doroshenko, А.Yu., et al.
Veröffentlicht: (2023)

APPLICATION OF DEEP LEARNING NEURAL NETWORK FOR CLASSIFICATION OF BIG DATA OF ASTRONOMIC OBSERVATIONS
von: Gorbunov, A. A., et al.
Veröffentlicht: (2017)

An intelligent chatbot for evaluating the emotional colouring of a message and responding accordingly
von: Kobchenko, V. R., et al.
Veröffentlicht: (2024)

Construction of diagnostic expert-medical system using neural networks
von: Glybovets, M.M., et al.
Veröffentlicht: (2020)

Automated methods of coherence evaluation of Ukrainian texts using machine learning techniques
von: Kramov, A.A., et al.
Veröffentlicht: (2020)

New application of artificial neural network-based direct power control for permanent magnet synchronous generator
von: Akkouchi, K., et al.
Veröffentlicht: (2021)

Convolutional neural network model and software for classification of typical pests
von: Bezliudnyi, Y.S., et al.
Veröffentlicht: (2022)

Modelling videocard memory performance for LLM neural networks
von: Rahozin, D.V., et al.
Veröffentlicht: (2024)

Machine learning methods analysis in the document classification problem
von: Zhyrkova, A.P., et al.
Veröffentlicht: (2021)

Double layer back propagation neural network based on restricted Boltzmann machines for forecasting daily particulate matter 2.5
von: Fu, Minglei, et al.
Veröffentlicht: (2017)

Application of a wavelet neural network approach to detect stator winding short circuits in asynchronous machines
von: Sakhara, S., et al.
Veröffentlicht: (2023)

Neural network based method of a user identification by keyboard handwriting
von: Danyliuk, I. I., et al.
Veröffentlicht: (2018)

Development of the intelligent control system of an unmanned car
von: Dakhno, N.B., et al.
Veröffentlicht: (2024)

A Convolutional Neural Network Model and Software Tool for Classifying the Presence of a Medical Mask on a Human Face
von: Hryhorenko, Y.S., et al.
Veröffentlicht: (2023)

Simulation of ion-atom interactions at the corpuscular bombardment of the surface of steel samples
von: Гончаров, Виталий Викторович, et al.
Veröffentlicht: (2014)

Simulation of ion-atom interactions at the corpuscular bombardment of the surface of steel samples
von: Гончаров, Виталий Викторович, et al.
Veröffentlicht: (2014)

The perspectives of optical memory
von: Петров, В. В., et al.
Veröffentlicht: (2021)

Development of a NARX neural network for a tribo-aero-electrostatic separator with rotating disk electrodes
von: Ayache, Z., et al.
Veröffentlicht: (2026)

Formal verification of deep neural networks
von: Panchuk, B.O.
Veröffentlicht: (2024)

Mathematical models and methods for solving some problems on the information security
von: Никифоров, О. В., et al.
Veröffentlicht: (2023)

Features of building recommendation systems based on neural network technology using multithreading
von: Komleva, N.O., et al.
Veröffentlicht: (2023)

Developing a semantic image model using machine learning based on convolutional neural networks
von: Andon, P.I., et al.
Veröffentlicht: (2020)

Power transformer faults diagnosis using undestructive methods (Roger and IEC) and artificial neural network for dissolved gas analysis applied on the functional transformer in the Algerian north-eastern: a comparative study
von: Bouchaoui, L., et al.
Veröffentlicht: (2021)

Formalization for sign units creation based on 3d human model for Ukrainian sign language
von: Krivonos, Yu.G., et al.
Veröffentlicht: (2015)