INFORMATION TECHNOLOGY FOR RECOGNITION OF ROAD SIGNS USING A NEURAL NETWORK

INFORMATION TECHNOLOGY FOR RECOGNITION OF ROAD SIGNS USING A NEURAL NETWORK

The subject of the study is the methods and tools for automation of recognition of road signs at the level of software implementation. Detection of road signs is associated with the processing of a significant amount of video data in real time, which requires significant computing power. Therefore,...

Full description

Bibliographic Details
Main Authors:	Elena Yashina, Roman Artiukh, Nikolai Рan, Andrei Zelensky
Format:	Article
Language:	English
Published:	Kharkiv National University of Radio Electronics 2019-06-01
Series:	Сучасний стан наукових досліджень та технологій в промисловості
Subjects:	image recognition neural network computer vision information technology
Online Access:	https://itssi-journal.com/index.php/ittsi/article/view/138

Similar Items

Machine Vision on FPGA for Recognition of Road Signs
by: Hashemi, Ashkan
Published: (2012)

Convolutional neural networks for optical image recognition of ships
by: Viktor A. Vyalov, et al.
Published: (2020-09-01)

Sign Language Recognition using Neural Networks
by: Sabaheta Djogic, et al.
Published: (2014-11-01)

Image Recognition Technology Based on Neural Network
by: Jianqiu Chen
Published: (2020-01-01)

Book spine recognition with the use of deep neural networks
by: M.O. Kalinina, et al.
Published: (2020-12-01)

Automatic Recognition of Speed Limits on Speed-Limit Signs by Using Machine Learning
by: Shigeharu Miyata
Published: (2017-07-01)

High-efficient search and analysis of road signs
by: Дмитрий Александрович Морозов
Published: (2015-12-01)

Algorithm of study neural network for image recognition
by: Олексій Олексійович Фразе-Фразенко
Published: (2012-09-01)

Quantum Optical Convolutional Neural Network: A Novel Image Recognition Framework for Quantum Computing
by: Rishab Parthasarathy, et al.
Published: (2021-01-01)

Modulation scheme recognition using convolutional neural network
by: Qianwen Zhang, et al.
Published: (2019-10-01)

Segmentation and clustering in neural networks for image recognition
by: Jan, Ying-Wei
Published: (1994)

Investigation of the applicability of the convolutional neural network U-Net to a problem of segmentation of aircraft images
by: D.A. Gavrilov
Published: (2021-07-01)

Recognition Stage for a Speed Supervisor Based on Road Sign Detection
by: José María Armingol, et al.
Published: (2012-09-01)

Neural Networks through Shared Maps in Mobile Devices
by: William Raveane, et al.
Published: (2014-12-01)

Similar Face Recognition Using the IE-CNN Model
by: An-Ping Song, et al.
Published: (2020-01-01)

Exploring Object-Centric and Scene-Centric CNN Features and Their Complementarity for Human Rights Violations Recognition in Images
by: Grigorios Kalliatakis, et al.
Published: (2019-01-01)

Real-Time Finger Spelling American Sign Language Recognition Using Deep Convolutional Neural Networks
by: Viswavarapu, Lokesh Kumar
Published: (2018)

Traffic and Road Sign Recognition
by: Fleyeh, Hasan
Published: (2008)

Driver Emotions Recognition Based on Improved Faster R-CNN and Neural Architectural Search Network
by: Hussain, A., et al.
Published: (2022)

Comparing Object Recognition in Humans and Deep Convolutional Neural Networks—An Eye Tracking Study
by: Leonard Elia van Dyck, et al.
Published: (2021-10-01)

Design of intelligent road card recognition system based on deep learning
by: Lin Fuchun, et al.
Published: (2018-06-01)

A ROBUST ENSEMBLE MODEL FOR SPOKEN LANGUAGE RECOGNITION
by: Nancy WOODS, et al.
Published: (2020-09-01)

Review of Data Preprocessing Methods for Sign Language Recognition Systems based on Artificial Neural Networks
by: Zorins Aleksejs, et al.
Published: (2016-12-01)

Deep Forest-Based Monocular Visual Sign Language Recognition
by: Qifan Xue, et al.
Published: (2019-05-01)

Textures Recognition using Elman Neural Network
by: Fawziya Ramo, et al.
Published: (2014-07-01)

Ear Detection and Localization with Convolutional Neural Networks in Natural Images and Videos
by: William Raveane, et al.
Published: (2019-07-01)

Optimization of Convolutional Neural Networks Architectures Using PSO for Sign Language Recognition
by: Jonathan Fregoso, et al.
Published: (2021-06-01)

Traffic sign recognition algorithm based on improved convolution neural network
by: ZHU Yongjia, et al.
Published: (2018-10-01)

Traffic sign recognition using convolutional neural networks / Kelio ženklų atpažinimas naudojant neuroninį tinklą
by: Ervin Miloš, et al.
Published: (2018-12-01)

Sign Language Recognition Information System Development Using Wireless Technologies for People with Hearing Impairments
by: Artem Goncharenko, et al.
Published: (2019-04-01)

Street Sign Recognition Using Histogram of Oriented Gradients and Artificial Neural Networks
by: Kh Tohidul Islam, et al.
Published: (2019-04-01)

Artificial neural networks for image recognition : a study of feature extraction methods and an implementation for handwritten character recognition.
by: Moodley, Deshendran.
Published: (2012)

Deep Neural Network Recognition of Rivet Joint Defects in Aircraft Products
by: Amosov, O.S, et al.
Published: (2022)

Human Iris Recognition using Elman Neural Networks
by: Shaymaa Al-mashahadany
Published: (2010-03-01)

Enlarging smaller images before inputting into convolutional neural network: zero-padding vs. interpolation
by: Mahdi Hashemi
Published: (2019-11-01)

Research on traffic sign recognition method based on multi-scale convolution neural network
Published: (2021-08-01)

A Review of Face Recognition Technology
by: Lixiang Li, et al.
Published: (2020-01-01)

Artificial Intelligence Image Recognition Method Based on Convolutional Neural Network Algorithm
by: Youhui Tian
Published: (2020-01-01)

Specialization of an Existing Image Recognition Service Using a Neural Network
by: Ersson, Sara, et al.
Published: (2018)

Foveated object recognition by corner search
by: Arnow, Thomas Louis, 1946-
Published: (2008)