首页 > 最新文献

Journal of Optical Communication Electronics最新文献

英文 中文
OCR Of Devanagari Script Using CNN 使用CNN的Devanagari脚本的OCR
Pub Date : 2023-05-23 DOI: 10.46610/jooce.2023.v09i02.001
Sakshi. S. Sawant, Aparna. S. Shirkande, N. Shinde, Sharanya Rao
Devanagari script is widely used across India. It forms many languages like Hindi, Marathi, Nepali and Sanskrit languages. As the Devanagari characters are similar to the hindi character the national language of India. It is important to recognize the characters to understand the message that particular tries to tell. The automatic character recognition system is thus developing for the Devanagari script. The character recognition process converts an image of a character into machine-readable format also its English corresponds. In this paper, we are using Convolutional Neural Network for developing the character recognition system. Convolutional neural network learns directly from data. It is a type of Deep learning neural network architecture. CNN is useful as it does not require any human intervention and performs the identification of important features on its own. The proposed paper uses a CNN algorithm applied to a dataset of 49 characters of Devanagari script. The dataset contains of total 4018 Images. The algorithm of the Convolutional Neural Network is applied to train the dataset. The input image to be predicted is first preprocessed and then the model predicts the output result. The system is designed in Jupyter Lab using Python. The Convolutional Neural Network model's overall accuracy is 98%.
Devanagari文字在印度广泛使用。它形成了许多语言,如印地语、马拉地语、尼泊尔语和梵语。由于Devanagari字符与印度的国语印地语字符相似。重要的是要识别字符,以理解特定的信息试图告诉。因此,针对梵文的自动字符识别系统正在发展。字符识别过程将字符的图像转换为机器可读的格式,也将其转换为对应的英文格式。在本文中,我们使用卷积神经网络来开发字符识别系统。卷积神经网络直接从数据中学习。它是一种深度学习神经网络架构。CNN是有用的,因为它不需要任何人为干预,并自行执行重要特征的识别。本文将CNN算法应用于一个包含49个Devanagari文字的数据集。该数据集共包含4018张图片。采用卷积神经网络算法对数据集进行训练。首先对待预测的输入图像进行预处理,然后模型对输出结果进行预测。该系统是在Jupyter Lab中使用Python进行设计的。卷积神经网络模型的总体准确率为98%。
{"title":"OCR Of Devanagari Script Using CNN","authors":"Sakshi. S. Sawant, Aparna. S. Shirkande, N. Shinde, Sharanya Rao","doi":"10.46610/jooce.2023.v09i02.001","DOIUrl":"https://doi.org/10.46610/jooce.2023.v09i02.001","url":null,"abstract":"Devanagari script is widely used across India. It forms many languages like Hindi, Marathi, Nepali and Sanskrit languages. As the Devanagari characters are similar to the hindi character the national language of India. It is important to recognize the characters to understand the message that particular tries to tell. The automatic character recognition system is thus developing for the Devanagari script. The character recognition process converts an image of a character into machine-readable format also its English corresponds. In this paper, we are using Convolutional Neural Network for developing the character recognition system. Convolutional neural network learns directly from data. It is a type of Deep learning neural network architecture. CNN is useful as it does not require any human intervention and performs the identification of important features on its own. The proposed paper uses a CNN algorithm applied to a dataset of 49 characters of Devanagari script. The dataset contains of total 4018 Images. The algorithm of the Convolutional Neural Network is applied to train the dataset. The input image to be predicted is first preprocessed and then the model predicts the output result. The system is designed in Jupyter Lab using Python. The Convolutional Neural Network model's overall accuracy is 98%.","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133828719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implementation of Solar Powered Autonomous Fire Fighting Robot 太阳能自主消防机器人的实现
Pub Date : 2023-05-06 DOI: 10.46610/jooce.2023.v09i01.005
Priti Bhange, Dolly Gulhane, Payal Chavhan, Pradnya Ramteke, Yamini Ishwarkar, Chirag Katre, Dipak Bawankule
The creation of a remote-controlled fire robot is the primary objective of this project. The water tank and wireless pump on this robot both spray water. A Peripheral Interface Controller (PIC) microcontroller performs the functionality offered. The transmitter button sends instructions to the receiver, telling it to move the robot in front, back, left, and right. To run the DC motor through the motor controller Integrated Circuit (IC) for the necessary duty, the decoder decodes the data before sending it to another microcontroller. The remote control has a decent range of up to 100 metres with the right antenna. The water tank and water pump linked to the robot body are operated by the microcontroller's output in conjunction with the appropriate signal from the transmitter. An Arduino Uno series microprocessor controls the entire operation.
创建一个遥控消防机器人是这个项目的主要目标。该机器人的水箱和无线泵都能喷水。外围接口控制器(PIC)微控制器执行所提供的功能。发射器按钮向接收器发送指令,告诉接收器将机器人前后左右移动。为了使直流电机通过电机控制器集成电路(IC)运行所需的工作,解码器在将数据发送到另一个微控制器之前对其进行解码。这个遥控器有一个不错的范围,在正确的天线下可以达到100米。连接到机器人本体的水箱和水泵由微控制器的输出与来自变送器的适当信号一起操作。Arduino Uno系列微处理器控制整个操作。
{"title":"Implementation of Solar Powered Autonomous Fire Fighting Robot","authors":"Priti Bhange, Dolly Gulhane, Payal Chavhan, Pradnya Ramteke, Yamini Ishwarkar, Chirag Katre, Dipak Bawankule","doi":"10.46610/jooce.2023.v09i01.005","DOIUrl":"https://doi.org/10.46610/jooce.2023.v09i01.005","url":null,"abstract":"The creation of a remote-controlled fire robot is the primary objective of this project. The water tank and wireless pump on this robot both spray water. A Peripheral Interface Controller (PIC) microcontroller performs the functionality offered. The transmitter button sends instructions to the receiver, telling it to move the robot in front, back, left, and right. To run the DC motor through the motor controller Integrated Circuit (IC) for the necessary duty, the decoder decodes the data before sending it to another microcontroller. The remote control has a decent range of up to 100 metres with the right antenna. The water tank and water pump linked to the robot body are operated by the microcontroller's output in conjunction with the appropriate signal from the transmitter. An Arduino Uno series microprocessor controls the entire operation.","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127812979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fingerprint and GSM Based Door Lock System 基于指纹和GSM的门锁系统
Pub Date : 2023-05-03 DOI: 10.46610/jooce.2023.v09i01.003
S. Ashtekar, Sagar Tekam, Jayant Sahare, Ritikesh Gokhe, Seemaran Raikwar, Rakesh W. Ramteke
In this study, we used GSM and fingerprint technology to investigate the door locking and unlocking system. To keep your information, money, space and personal property from intruders. This paper provides fingerprint and GSM base door lock systems for SMS-based door lock control. ARDUINO microcontroller, GSM module, fingerprint module, keypad, display LCD, servo motor and buzzer are the components of this security system. The entire driver unit is under the control of an Arduino microcontroller. It serves as a means of communication. The GSM method for mobile alarm messages in case of failed password attempts. The password required for authentication is entered using a keypad module. If the password is entered incorrectly, an error message appears on the screen LCD. A message is sent to the registered user via the GSM module, and if there are people or security personnel nearby, the associated buzzer sounds to alert them.
在本研究中,我们使用GSM和指纹技术对门锁解锁系统进行了研究。保护您的信息,金钱,空间和个人财产免受入侵者。为实现基于短信的门锁控制,本文提出了指纹和GSM基础门锁系统。该安防系统由ARDUINO单片机、GSM模块、指纹模块、键盘、液晶显示、伺服电机、蜂鸣器等组成。整个驱动单元由Arduino微控制器控制。它是一种沟通手段。当密码输入失败时,采用GSM方式发送手机告警信息。身份验证所需的密码是使用键盘模块输入的。如果密码输入错误,屏幕LCD上会显示错误信息。通过GSM模块向注册用户发送消息,如果附近有人或保安人员,则会发出相应的蜂鸣器提醒他们。
{"title":"Fingerprint and GSM Based Door Lock System","authors":"S. Ashtekar, Sagar Tekam, Jayant Sahare, Ritikesh Gokhe, Seemaran Raikwar, Rakesh W. Ramteke","doi":"10.46610/jooce.2023.v09i01.003","DOIUrl":"https://doi.org/10.46610/jooce.2023.v09i01.003","url":null,"abstract":"In this study, we used GSM and fingerprint technology to investigate the door locking and unlocking system. To keep your information, money, space and personal property from intruders. This paper provides fingerprint and GSM base door lock systems for SMS-based door lock control. ARDUINO microcontroller, GSM module, fingerprint module, keypad, display LCD, servo motor and buzzer are the components of this security system. The entire driver unit is under the control of an Arduino microcontroller. It serves as a means of communication. The GSM method for mobile alarm messages in case of failed password attempts. The password required for authentication is entered using a keypad module. If the password is entered incorrectly, an error message appears on the screen LCD. A message is sent to the registered user via the GSM module, and if there are people or security personnel nearby, the associated buzzer sounds to alert them.","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134641370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on Management System for Information Security 信息安全管理体系研究
Pub Date : 2022-08-31 DOI: 10.46610/jooce.2022.v08i02.005
Sumedh Rawat
According to the relevance of the existing information's role in various companies, competent management is required to ensure the security of that information. The information security refers to protecting information and minimizing unauthorized access to it. Management system of the information security means the information security of a part of general and overall information security in an organization that is based on business risks’ approach and aims to establish, implement, operate, monitor, verify, maintain and improve information security. In this study, we have tried to introduce information security management system, types of threatening risks of information systems and also introduce and offer proper ways to maintain information security of each organization and then work on necessary requirements in order to design information security system and phases of implementing management system of information security.
根据现有信息在各个公司中的作用的相关性,需要有能力的管理来确保这些信息的安全性。信息安全是指保护信息,使未经授权的访问最小化。信息安全管理体系是指组织中以业务风险为导向,以建立、实施、运行、监控、验证、维护和改进信息安全为目标的总体信息安全和整体信息安全的一部分。在本研究中,我们试图介绍信息安全管理体系,信息系统的威胁风险类型,并介绍和提供适当的方法来维护每个组织的信息安全,然后研究必要的要求,以设计信息安全体系和实施信息安全管理体系的阶段。
{"title":"Study on Management System for Information Security","authors":"Sumedh Rawat","doi":"10.46610/jooce.2022.v08i02.005","DOIUrl":"https://doi.org/10.46610/jooce.2022.v08i02.005","url":null,"abstract":"According to the relevance of the existing information's role in various companies, competent management is required to ensure the security of that information. The information security refers to protecting information and minimizing unauthorized access to it. Management system of the information security means the information security of a part of general and overall information security in an organization that is based on business risks’ approach and aims to establish, implement, operate, monitor, verify, maintain and improve information security. In this study, we have tried to introduce information security management system, types of threatening risks of information systems and also introduce and offer proper ways to maintain information security of each organization and then work on necessary requirements in order to design information security system and phases of implementing management system of information security.","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116723314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Elements of a Fiber Optic Communication System 光纤通信系统的组成部分
Pub Date : 2022-08-31 DOI: 10.46610/jooce.2022.v08i02.004
Ajay Bhatia, Vikrant Sharma
Fiber optic connection is the best option for data transmission at gigabit and above rates. Voice, video, telemetry, and data are all transmitted using this method of communication over great distances and over computer networks or local area networks. By converting electronic signals into light, a fibre optic communication system uses light-wave technology to transfer data via fiber. Large bandwidth, smaller diameter, lightweight, long-distance signal transmission, low attenuation, transmission security, and other outstanding characteristics of this type of communication system make it a key component of any telecommunications infrastructure. The characteristic traits, fundamental components, and other aspects of fibre optic communication systems are highlighted in the information that follows.
光纤连接是千兆及以上速率数据传输的最佳选择。语音、视频、遥测和数据都是通过这种通信方式通过计算机网络或局域网远距离传输的。通过将电子信号转换成光,光纤通信系统使用光波技术通过光纤传输数据。这类通信系统的带宽大、直径小、重量轻、信号传输距离远、衰减小、传输安全等突出特点使其成为任何电信基础设施的关键组成部分。光纤通信系统的特点、基本组成部分和其他方面将在下面的信息中强调。
{"title":"Elements of a Fiber Optic Communication System","authors":"Ajay Bhatia, Vikrant Sharma","doi":"10.46610/jooce.2022.v08i02.004","DOIUrl":"https://doi.org/10.46610/jooce.2022.v08i02.004","url":null,"abstract":"Fiber optic connection is the best option for data transmission at gigabit and above rates. Voice, video, telemetry, and data are all transmitted using this method of communication over great distances and over computer networks or local area networks. By converting electronic signals into light, a fibre optic communication system uses light-wave technology to transfer data via fiber. Large bandwidth, smaller diameter, lightweight, long-distance signal transmission, low attenuation, transmission security, and other outstanding characteristics of this type of communication system make it a key component of any telecommunications infrastructure. The characteristic traits, fundamental components, and other aspects of fibre optic communication systems are highlighted in the information that follows.","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115149106","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optical Fiber Communication System and Nonlinear Effects: A Brief Insight 光纤通信系统与非线性效应:简论
Pub Date : 2022-08-21 DOI: 10.46610/jooce.2022.v08i02.003
Tilak Mukherjee
In the modern scenario, optical fiber communication technology has rapidly progressed with continuous exploration of emerging technologies to support more amount of bandwidth, higher data rate and improved security along with reduction in losses and electromagnetic immunity. Optical fiber communication system has remarkably low loss and is reliably capable of meeting the demand of massively increased information traffic employing a minimum number of repeaters in its performance link. In this paper, we discuss broadly optical fiber technology theory, types, working principle with its various merits and demerits in the application scenario. Single-mode graded index fiber has been analyzed in comparison to multi-mode fibers and it has emerged as the most efficient means of broad band signal transmission offering many distinct advantages. The possible consequences of both linear and nonlinear effects of the optical fiber and other limiting factors that influence the performance of propagation characteristics have been discussed which are reasonably relevant to the emerging areas of optical engineering ,photonics and related fiber optic devices.
在现代场景下,光纤通信技术飞速发展,新兴技术不断探索,以支持更大的带宽量、更高的数据速率和更高的安全性,同时降低损耗和电磁抗扰度。光纤通信系统具有显著的低损耗,能够在其性能链路中使用最少数量的中继器,可靠地满足大量增加的信息流量的需求。本文对光纤技术的原理、类型、工作原理及其在应用场景中的各种优缺点进行了较为全面的论述。与多模光纤相比,单模渐变折射率光纤具有许多明显的优点,是宽带信号传输中最有效的方式。讨论了光纤的线性和非线性效应以及影响传输特性性能的其他限制因素可能造成的后果,这些因素与光学工程、光子学和相关光纤器件的新兴领域有关。
{"title":"Optical Fiber Communication System and Nonlinear Effects: A Brief Insight","authors":"Tilak Mukherjee","doi":"10.46610/jooce.2022.v08i02.003","DOIUrl":"https://doi.org/10.46610/jooce.2022.v08i02.003","url":null,"abstract":"In the modern scenario, optical fiber communication technology has rapidly progressed with continuous exploration of emerging technologies to support more amount of bandwidth, higher data rate and improved security along with reduction in losses and electromagnetic immunity. Optical fiber communication system has remarkably low loss and is reliably capable of meeting the demand of massively increased information traffic employing a minimum number of repeaters in its performance link. In this paper, we discuss broadly optical fiber technology theory, types, working principle with its various merits and demerits in the application scenario. Single-mode graded index fiber has been analyzed in comparison to multi-mode fibers and it has emerged as the most efficient means of broad band signal transmission offering many distinct advantages. The possible consequences of both linear and nonlinear effects of the optical fiber and other limiting factors that influence the performance of propagation characteristics have been discussed which are reasonably relevant to the emerging areas of optical engineering ,photonics and related fiber optic devices.","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"2015 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127667130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
E-Commerce Website Hosting Using AWS Cloud Services 电子商务网站托管使用AWS云服务
Pub Date : 2022-06-23 DOI: 10.46610/jooce.2022.v08i02.002
B. K. Reddy, M. Harish, P. H. Kumar, K. Aashish, Dr. N. Ramamurthy
The primary extent of this task is to comprehend how to best use different distributed computing administrations to get great execution for less expense. Amazon surrenders a marvelous arrangement of web helps that enables fashioners to make dynamic and generous applications. Conveying on AWS can save you time, money and work diverged from building and staying aware of additional customary frameworks. Amazon Web Services offers a wide plan of overall cloud-based things including process, limit, informational collections, assessment, coordinating, flexible, engineer gadgets, the board contraptions, IoT, security, and try applications: on- demand, open quite promptly, with pay-all the more just as expenses emerge esteeming. From data warehousing to association instruments, lists to content transport, more than 200 AWS organizations are available. New organizations can be provisioned quickly, without the blunt capital expense. Today, AWS gives a significantly trustworthy, flexible, negligible cost establishment stage in the cloud that controls a colossal number of associations in 190 countries all over the planet. This licenses adventures, new organizations, little and medium-sized associations and clients in the public region to get to the construction blocks they need to answer quickly to changing business essentials. Amazon EC2 (Elastic Compute Cloud), VPC (Virtual Private Cloud), IAM (Identity And Access Management), Cloud Watch, CDN (Content Delivery Network) and Route 53 are used here since it is very popular in giving extraordinary disseminated figuring organizations. In this report, I'll tell you, step by step, through the procedure of using the AWS Marketplace to game plan and produce another AWS Cloud server. In this task we furthermore used progression gadgets like GIT and Jenkins for robotization.
本任务的主要范围是了解如何最好地使用不同的分布式计算管理,以更少的费用获得更好的执行。亚马逊放弃了一种奇妙的网络帮助安排,使时尚人士能够制作动态和慷慨的应用程序。在AWS上进行传输可以节省您的时间、金钱和工作,而不必构建和了解其他习惯框架。亚马逊网络服务(Amazon Web Services)提供了一个广泛的基于云的整体计划,包括流程、限制、信息收集、评估、协调、灵活、工程师小工具、董事会装置、物联网、安全性和尝试应用程序:按需、快速开放、付费——所有这些都是随着费用的增加而增加的。从数据仓库到关联工具,从列表到内容传输,有200多个AWS组织可用。新的组织可以快速配置,而不需要直接的资本支出。今天,AWS在云中提供了一个非常值得信赖、灵活、成本可以忽略不计的建立阶段,控制着全球190个国家的大量协会。这使得冒险、新组织、中小型协会和公共区域的客户能够快速响应不断变化的业务需求。这里使用了Amazon EC2(弹性计算云)、VPC(虚拟私有云)、IAM(身份和访问管理)、Cloud Watch、CDN(内容分发网络)和Route 53,因为它在提供非凡的分布式计算组织中非常受欢迎。在这篇报告中,我将一步一步地告诉你,通过使用AWS市场来规划和生产另一个AWS云服务器的过程。在这个任务中,我们进一步使用进度小工具,如GIT和Jenkins机器人化。
{"title":"E-Commerce Website Hosting Using AWS Cloud Services","authors":"B. K. Reddy, M. Harish, P. H. Kumar, K. Aashish, Dr. N. Ramamurthy","doi":"10.46610/jooce.2022.v08i02.002","DOIUrl":"https://doi.org/10.46610/jooce.2022.v08i02.002","url":null,"abstract":"The primary extent of this task is to comprehend how to best use different distributed computing administrations to get great execution for less expense. Amazon surrenders a marvelous arrangement of web helps that enables fashioners to make dynamic and generous applications. Conveying on AWS can save you time, money and work diverged from building and staying aware of additional customary frameworks. Amazon Web Services offers a wide plan of overall cloud-based things including process, limit, informational collections, assessment, coordinating, flexible, engineer gadgets, the board contraptions, IoT, security, and try applications: on- demand, open quite promptly, with pay-all the more just as expenses emerge esteeming. From data warehousing to association instruments, lists to content transport, more than 200 AWS organizations are available. New organizations can be provisioned quickly, without the blunt capital expense. Today, AWS gives a significantly trustworthy, flexible, negligible cost establishment stage in the cloud that controls a colossal number of associations in 190 countries all over the planet. This licenses adventures, new organizations, little and medium-sized associations and clients in the public region to get to the construction blocks they need to answer quickly to changing business essentials. Amazon EC2 (Elastic Compute Cloud), VPC (Virtual Private Cloud), IAM (Identity And Access Management), Cloud Watch, CDN (Content Delivery Network) and Route 53 are used here since it is very popular in giving extraordinary disseminated figuring organizations. In this report, I'll tell you, step by step, through the procedure of using the AWS Marketplace to game plan and produce another AWS Cloud server. In this task we furthermore used progression gadgets like GIT and Jenkins for robotization.","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125131984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Demoiring Images using Efficient Attention Fusion module in Wavelet Domain 基于小波域高效注意力融合模块的图像分解
Pub Date : 2022-06-15 DOI: 10.46610/jooce.2022.v08i02.001
M. G. Ramarao, G. Aravind, S. Aftab, M. Gowtham, G. Charan
When we use a capturing device to capture digital displays, we obtain a vivid rainbow pattern. It's known as "moiré" and it has an impact on image quality and subsequent processing. There are several ways to save money. Modern approaches for eliminating moiré patterns rely on down sampling pooling layers to retrieve multiscale information, which might result in data loss. To show this issue, this research provides a wavelet-based demoiréing approach. Both Inverse Discrete Wavelet Transform (IDWT) and Discrete Wavelet Transform (DWT) are used in this. This technology may efficiently enhance the network related field without any data loss in place of standard down sampling and up sampling. Furthermore, this approach employs an effective attention fusion module to reconstruct additional details of moiré patterns (EAFM). Using an aggregate of green channel attention (ECA), spatial attention (SA), and neighborhood residual getting to know, this module can self-adaptively study several weights of function statistics at distinct degrees and encourage the community to cognizance extra on required statistics as moiré statistics to beautify the getting to know and demoiréing paintings performed via way of means of enhancing photograph excellent and offering the specified Accurate output. Extensive trials the usage of publicly to be had datasets have established that this approach can perpetually cast off moiré styles even as additionally being quantitatively and qualitatively sound.
当我们使用捕获设备捕获数字显示器时,我们获得了生动的彩虹图案。它被称为“moir”,它对图像质量和后续处理有影响。省钱的方法有很多。现代的消除不规则模式的方法依赖于下采样池层来检索多尺度信息,这可能导致数据丢失。为了说明这个问题,本研究提供了一种基于小波的分解方法。离散小波逆变换(IDWT)和离散小波变换(DWT)都被用于该方法。该技术可以有效地增强网络相关领域的性能,而不丢失任何数据,取代了标准的下采样和上采样。此外,该方法采用了一个有效的注意力融合模块来重建动态模式(EAFM)的附加细节。该模块利用绿色通道关注(ECA)、空间关注(SA)和邻域残差知晓(neighborhood residual getting to know)的集合,在不同程度上自适应地学习函数统计的若干权重,并鼓励社区将额外需要的统计识别为moir统计,通过提高照片优秀性和提供指定的精确输出的方式来美化了解和分解绘画。大量使用公开数据集的试验表明,这种方法可以永远摆脱moir风格,即使在数量和质量上都是合理的。
{"title":"Demoiring Images using Efficient Attention Fusion module in Wavelet Domain","authors":"M. G. Ramarao, G. Aravind, S. Aftab, M. Gowtham, G. Charan","doi":"10.46610/jooce.2022.v08i02.001","DOIUrl":"https://doi.org/10.46610/jooce.2022.v08i02.001","url":null,"abstract":"When we use a capturing device to capture digital displays, we obtain a vivid rainbow pattern. It's known as \"moiré\" and it has an impact on image quality and subsequent processing. There are several ways to save money. Modern approaches for eliminating moiré patterns rely on down sampling pooling layers to retrieve multiscale information, which might result in data loss. To show this issue, this research provides a wavelet-based demoiréing approach. Both Inverse Discrete Wavelet Transform (IDWT) and Discrete Wavelet Transform (DWT) are used in this. This technology may efficiently enhance the network related field without any data loss in place of standard down sampling and up sampling. Furthermore, this approach employs an effective attention fusion module to reconstruct additional details of moiré patterns (EAFM). Using an aggregate of green channel attention (ECA), spatial attention (SA), and neighborhood residual getting to know, this module can self-adaptively study several weights of function statistics at distinct degrees and encourage the community to cognizance extra on required statistics as moiré statistics to beautify the getting to know and demoiréing paintings performed via way of means of enhancing photograph excellent and offering the specified Accurate output. Extensive trials the usage of publicly to be had datasets have established that this approach can perpetually cast off moiré styles even as additionally being quantitatively and qualitatively sound.","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121357682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hybrid FSO-RF Turbulent Link Performance under Misalignment Aperture Error 不对准孔径误差下FSO-RF混合湍流链路性能研究
Pub Date : 2022-01-05 DOI: 10.46610/jooce.2021.v07i03.004
D. Singh, B. B. Tiwari
{"title":"Hybrid FSO-RF Turbulent Link Performance under Misalignment Aperture Error","authors":"D. Singh, B. B. Tiwari","doi":"10.46610/jooce.2021.v07i03.004","DOIUrl":"https://doi.org/10.46610/jooce.2021.v07i03.004","url":null,"abstract":"","PeriodicalId":159105,"journal":{"name":"Journal of Optical Communication Electronics","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121745205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Optical Communication Electronics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1