Enhancing Unmanned Aerial Vehicle Object Detection via Tensor Decompositions and Positive–Negative Momentum Optimizers

Enhancing Unmanned Aerial Vehicle Object Detection via Tensor Decompositions and Positive–Negative Momentum Optimizers

The current development of machine learning has advanced many fields in applied sciences and industry, including remote sensing. In this area, deep neural networks are used to solve routine object detection problems, satisfying the required rules and conditions. However, the growing number and diffi...

Descrizione completa

Salvato in:

Dettagli Bibliografici
Autori principali:	Abdulkadirov, R. I., Абдулкадиров, Р. И., Lyakhov, P. A., Ляхов, П. А., Nagornov, N. N., Нагорнов, Н. Н., Reznikov, D. K., Резников, Д. К., Bobrov, A. A., Бобров, А. А., Kalita, D. I., Калита, Д. И.
Natura:	Статья
Lingua:	English
Pubblicazione:	Multidisciplinary Digital Publishing Institute (MDPI) 2025
Soggetti:	Neural networks Tensor decomposition Optimization Positive–negative moments Remote sensing
Accesso online:	https://dspace.ncfu.ru/handle/123456789/30391
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne! !

Documenti analoghi

Обработка естественного языка с TensorFlow
di: Ганегедара, Т.

Разработка конвейеров машинного обучения. Автоматизация жизненных циклов модели с помощью TensorFlow
di: Хапке, Х.

Enhancing Drone Detection via Transformer Neural Network and Positive–Negative Momentum Optimizers
di: Lyakhov, P. A., et al.
Pubblicazione: (2025)

Библиотека Keras – инструмент глубокого обучения. Реализация нейронных сетей с помощью библиотек Theano и TensorFlow
di: Джулли, А.

Analysis of video data from an unmanned aerial vehicle based on a structural similarity index
di: Lyakhov, P. A., et al.
Pubblicazione: (2025)

Engineering Technologies for the Design of Unmanned Aerial Vehicles (Uavs) for Various Industries of the Agricultural Sector, Civil Engineering and Logistics
di: Kostoglotov, A. A., et al.
Pubblicazione: (2024)

Features of Magnetic Susceptibility of a Ferrofluid with a Non-Magnetic Filler
di: Dikansky, Y. I., et al.
Pubblicazione: (2024)

Evaluation of the iterative method of task distribution in a swarm of unmanned aerial vehicles in a clustered field of targets
di: Petrenko, V. I., et al.
Pubblicazione: (2023)

Safety of Unmanned Systems
di: Kononova, N. V., et al.
Pubblicazione: (2024)

Informal sector employment: Reasons for negative trends
di: Kunitsyna, N. N., et al.
Pubblicazione: (2024)

A new approach to training neural networks using natural gradient descent with momentum based on Dirichlet distributions
di: Abdulkadirov, R. I., et al.
Pubblicazione: (2023)

Testing of Theoretical Models Using Experimental Data on Magnetization of Magnetic Polymer Composites
di: Chernyshov, A. V., et al.
Pubblicazione: (2024)

Comparative Characteristics of the Methods of Using Digital Watermarks to Protect Text Information
di: Lapina, M. A., et al.
Pubblicazione: (2024)

New series of salts with 12H-quinoxalino[2,3-b]phenoxazinium cation and [Ln(hfac)4]− anions
di: Demidov, O. P., et al.
Pubblicazione: (2025)

Векторный и тензорный анализ в примерах и задачах = Vector and Tensor Analysis through Examples and Exercises
di: Абрашина-Жадаева Н. Г.
Pubblicazione: (2019)

Physics-Aware Machine Learning Approach for High-Precision Quadcopter Dynamics Modeling
di: Abdulkadirov, R. I., et al.
Pubblicazione: (2025)

Adjusting the service frequency of hybrid vehicles based on the use of diagnostics tools
di: Oganisyan, A. P., et al.
Pubblicazione: (2023)

Comparative Analysis of Fast Matrix Multiplication Methods on Different Datatypes
di: Abdulsalyamova, A. S., et al.
Pubblicazione: (2024)

Improving the Accuracy of Neural Network Pattern Recognition by Fractional Gradient Descent
di: Abdulkadirov, R. I., et al.
Pubblicazione: (2024)

Physics : introductory course for learners of the preliminary education department
di: Kozlov A. I.
Pubblicazione: (2024)

Fundamentals of Operations Research a textbook
di: Erzin, A. I.

Organizational and economic bases for grain products subcomplex innovative development in Russia
di: Altukhov, A. I.

Introduction to Energy Economics and Energy Security учебное пособие
di: Lamberova N. A.
Pubblicazione: (2017)

Manual to practical sessions on medical supervision in physical exercise, sports and clinical practice учебное пособие
di: Vykhodtsev A. N.
Pubblicazione: (2019)

Chemistry : Tutorial for practical and laboratory works in Chemistry for the first year students of the faculties of General Medicine and Pediatrics in English
di: Belokonova N. A.

Vaginal delivery study guide
di: Tyurina N. A.
Pubblicazione: (2024)

Сalorimetric measurements of thermal effects of chemical reactions and physicochemical processes laboratory training guidance
di: Bezrukov, A. N.

Economics: Student's manual
di: Ezhov A. N.

Introduction to Energy Economics and Energy Security tutorial
di: Lamberova, N. A.

Physics-informed neural network model using natural gradient descent with Dirichlet distribution
di: Abdulkadirov, R. I., et al.
Pubblicazione: (2025)

General bacteriology study guide for students majoring in the specialty 31.05.01 general medicine
di: Protasova I. N.
Pubblicazione: (2022)

General bacteriology study guide for students majoring in the specialty 31.05.03 dentistry
di: Protasova I. N.
Pubblicazione: (2022)

Self-directed learning strategies for linguistic students
di: Lomteva T. N., et al.

The vehicle structure textbook
di: Varis, V. S.

Organic, physical and colloid chemistry еducational and methodological manual
di: Sazonovа I. A.
Pubblicazione: (2019)

Carbohydrates. Bioenergetics: study manual
di: Beeva D. A.

Common problems in immunology. Tests
di: Donetskova A. D.

By The North Sea
di: Conan D. A.
Pubblicazione: (2013)

December's Snow
di: Conan D. A.
Pubblicazione: (2013)

Shakespeare's Expostulation
di: Conan D. A.
Pubblicazione: (2013)