Analysis of Neural Networks for Image Classification

Analysis of Neural Networks for Image Classification

The article explores the option of using information theory’s mathematical tools to model artificial neural networks. The two primary network architectures for image recognition, classification, and clustering are the feedforward network and convolutional networks. The study investigates the use of...

保存先:

書誌詳細
主要な著者:	Vershkov, N. A., Вершков, Н. А., Babenko, M. G., Бабенко, М. Г., Kuchukov, V. A., Кучуков, В. А., Kuchukova, N. N., Кучукова, Н. Н., Kucherov, N. N., Кучеров, Н. Н.
フォーマット:	Статья
言語:	English
出版事項:	2023
主題:	Artificial neural networks Wavelets Convolution Correlation Feature vector Orthogonal transformations
オンライン･アクセス:	https://dspace.ncfu.ru/handle/20.500.12258/25214
タグ:	タグ追加タグなし, このレコードへの初めてのタグを付けませんか!

類似資料

Transverse-layer partitioning of artificial neural networks for image classification
著者:: Vershkov, N. A., 等
出版事項: (2024)

Optimization of Artificial Neural Networks using Wavelet Transforms
著者:: Vershkov, N. A., 等
出版事項: (2023)

Neural network analysis for image classification
著者:: Vershkov, N. A., 等
出版事項: (2022)

The wave model of artificial neural network
著者:: Vershkov, N. A., 等
出版事項: (2020)

Neural network classification of dermatoscopic images of pigmented skin lesions
著者:: Lyakhov, P. A., 等
出版事項: (2022)

Method for determining skin lesions from images using neural network
著者:: Lyakhova, U. A., 等
出版事項: (2020)

Search for the global extremum using the correlation indicator for neural networks supervised learning
著者:: Vershkov, N. A., 等
出版事項: (2021)

Features of artificial intelligence technologies and their use and impact on transformation in the banking sector
著者:: Stankevich, G. V., 等
出版事項: (2022)

Systematic review of approaches to detection and classification of skin cancer using artificial intelligence: Development and prospects
著者:: Lyakhova, U. A., 等
出版事項: (2024)

Optimization of neural network training for image recognition based on trigonometric polynomial approximation
著者:: Vershkov, N. A., 等
出版事項: (2022)

Image recognition by a second-order convolutional neural network with dynamic receptive fields
著者:: Nemkov, R. M., 等
出版事項: (2018)

Residue number system-based solution for reducing the hardware cost of a convolutional neural network
著者:: Chervyakov, N. I., 等
出版事項: (2020)

Quantization noise of multilevel discrete wavelet transform filters in image processing
著者:: Chervyakov, N. I., 等
出版事項: (2019)

Analysis of the quantization noise in discrete wavelet transform filters for 3D medical imaging
著者:: Chervyakov, N. I., 等
出版事項: (2020)

Method of cleaning hair structures for intellectual image classification of skin neoplasms
著者:: Lyakhova, U. A., 等
出版事項: (2021)

Using of a convolutional neural network with changing receptive fields in the tasks of image recognition
著者:: Nemkov, R. M., 等
出版事項: (2018)

High-Speed Wavelet Image Processing Using the Winograd Method
著者:: Nagornov, N. N., 等
出版事項: (2023)

Increasing the Speed of Wavelet Image Processing with Decimation Using the Winograd Method
著者:: Lyakhov, P. A., 等
出版事項: (2024)

The effective neural network implementation of the secret sharing scheme with the use of matrix projections on FPGA
著者:: Chervyakov, N. I., 等
出版事項: (2018)

Application of the residue number system to reduce hardware costs of the convolutional neural network implementation
著者:: Valueva, M. V., 等
出版事項: (2020)

Neural network classification system for pigmented skin neoplasms with preliminary hair removal in photographs
著者:: Lyakhov, P. A., 等
出版事項: (2021)

Reducing the Computational Complexity of Image Processing Using Wavelet Transform Based on the Winograd Method
著者:: Lyakhov, P. A., 等
出版事項: (2023)

Semantic Segmentation System of Pigmented Skin Lesions Based on Convolutional Neural Networks
著者:: Fedorenko, V. V., 等
出版事項: (2022)

Optimization of computational complexity of an artificial neural network
著者:: Vershkov, N. A., 等
出版事項: (2021)

High-quality 3D medical imaging by wavelet filters with reduced coefficients bit-width
著者:: Chervyakov, N. I., 等
出版事項: (2020)

Application of noise-resistant modular codes to increase the fault tolerance of infocommunication systems with OFDMD
著者:: Kalmykov, I. A., 等
出版事項: (2021)

Analysis of the quantization noise in discrete wavelet transform filters for image processing
著者:: Chervyakov, N. I., 等
出版事項: (2018)

Analysis of the quantization noise in discrete wavelet transform filters for image processing
著者:: Chervyakov, N. I., 等
出版事項: (2018)

Theoretical Analysis of the Convolutional Neural Networks Acceleration by Organizing Calculations According to the Winograd Method
著者:: Abdulsalyamova, A. S., 等
出版事項: (2023)

Feature importance evaluation method for multi-agent deep reinforcement learning in advanced robotics task allocation
著者:: Ryabtsev, S. S., 等
出版事項: (2022)

Comparative Analysis of Various Methods to Circuit Design for DWT with CDF 9/7 Wavelet
著者:: Nagornov, N. N., 等
出版事項: (2022)

Low-bit hardware implementation of DWT for 3D medical images processing
著者:: Lyakhov, P. A., 等
出版事項: (2020)

Review of Modern Technologies of Computer Vision
著者:: Bezuglova, E. S., 等
出版事項: (2023)

Development of a convolution algorithm for the content of a Web resource for processing by a neural network
著者:: Gorshkov, S. N., 等
出版事項: (2020)

Increasing of convolutional neural network performance using residue number system
著者:: Chervyakov, N. I., 等
出版事項: (2018)

Hardware implementation of a convolutional neural network using calculations in the residue number system
著者:: Chervyakov, N. I., 等
出版事項: (2019)

RNS-based FPGA accelerators for high-quality 3D medical image wavelet processing using scaled filter coefficients
著者:: Nagornov, N. N., 等
出版事項: (2022)

Method of oriented contour detection on image using lorentz function
著者:: Lyakhov, P. A., 等
出版事項: (2020)

High-performance hardware 3D medical imaging using wavelets in the residue number system
著者:: Chervyakov, N. I., 等
出版事項: (2020)

On Codimension 3 Singular Points of First-order Implicit Differential Equations
著者:: Oblasova, I. N., 等
出版事項: (2023)