首页 > 最新文献

2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)最新文献

英文 中文
Internet of things: Survey and case studies 物联网:调查和案例研究
Hetal B. Pandya, Tushar A. Champaneria
The “Internet of Things” is a modern paradigm that foresees the near future of internet, which will drastically changes the human life. IoT envisions future in which physical objects can be linked to digital world by using communication technologies and various interfaces. In IoT, every sensors and actuator enabled things or objects with processing capabilities will interact with each other and to the human, within internet infrastructure. In this survey paper, various empowering technologies, communication protocols, middleware, QoS for IoT and few IoT frameworks are reviewed. Also open challenges in each of the above categories and case studies are discussed.
“物联网”是一个现代范式,它预见了不久的将来互联网将彻底改变人类的生活。物联网设想的未来,物理对象可以通过通信技术和各种接口连接到数字世界。在物联网中,每个具有处理能力的传感器和执行器支持的事物或对象将在互联网基础设施中相互交互,并与人类交互。在这篇调查报告中,各种授权技术,通信协议,中间件,物联网的QoS和一些物联网框架进行了回顾。还讨论了上述每个类别和案例研究中的开放挑战。
{"title":"Internet of things: Survey and case studies","authors":"Hetal B. Pandya, Tushar A. Champaneria","doi":"10.1109/EESCO.2015.7253713","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253713","url":null,"abstract":"The “Internet of Things” is a modern paradigm that foresees the near future of internet, which will drastically changes the human life. IoT envisions future in which physical objects can be linked to digital world by using communication technologies and various interfaces. In IoT, every sensors and actuator enabled things or objects with processing capabilities will interact with each other and to the human, within internet infrastructure. In this survey paper, various empowering technologies, communication protocols, middleware, QoS for IoT and few IoT frameworks are reviewed. Also open challenges in each of the above categories and case studies are discussed.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"260 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131538338","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: 37
Design of a parallel coupled microstrip band pass filter in C-Band for test loop translator 测试环路转换器c波段并联耦合微带带通滤波器设计
I. Pradhan, Budhadeb Maity
The Bandpass filters play an important role in microwave communication systems and millimeter-wave systems. A parallel coupled band pass filter is one of common devices used mixer in microwave receivers. The mixer operates in C-band. Analysis and Simulation results are included in this paper from 4.162GHz to 4.536GHz, the measured return loss is greater than 20 dB, and the measured insertion loss is less than 0.16 dB at the center frequency. The band pass filters are designed with micro strip line. The transmission lines are synthesized and the development of the parallel coupled micro strip filters are simulated by using Advanced Design Software.
带通滤波器在微波通信系统和毫米波通信系统中起着重要的作用。并联耦合带通滤波器是微波接收机混频器中常用的器件之一。混频器在c波段工作。分析和仿真结果表明,在4.162GHz到4.536GHz范围内,测量到的回波损耗大于20 dB,在中心频率处测量到的插入损耗小于0.16 dB。带通滤波器采用微带线设计。利用Advanced Design软件对传输线进行了综合,并对并联耦合微带滤波器的研制进行了仿真。
{"title":"Design of a parallel coupled microstrip band pass filter in C-Band for test loop translator","authors":"I. Pradhan, Budhadeb Maity","doi":"10.1109/EESCO.2015.7253717","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253717","url":null,"abstract":"The Bandpass filters play an important role in microwave communication systems and millimeter-wave systems. A parallel coupled band pass filter is one of common devices used mixer in microwave receivers. The mixer operates in C-band. Analysis and Simulation results are included in this paper from 4.162GHz to 4.536GHz, the measured return loss is greater than 20 dB, and the measured insertion loss is less than 0.16 dB at the center frequency. The band pass filters are designed with micro strip line. The transmission lines are synthesized and the development of the parallel coupled micro strip filters are simulated by using Advanced Design Software.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115309665","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: 1
Optimal tuning of PID controller using Particle Swarm Optimization 基于粒子群算法的PID控制器最优整定
K. Lakshmi, P. Srinivas
This paper proposes an optimization method for determining the optimal tuning parameters of PID controller, for level control of three tank system. The main objective is to obtain a fast and stable system by tuning the PID controller using Particle Swarm Optimization algorithm. The simulation is done using MATLAB software. The response of PSO based PID controller is compared with Z-N tuned PID controller in terms of time domain specifications. The simulation results shows that tuning the PID controller using PSO provides fast and stable system with low overshoot.
针对三缸系统液位控制,提出了一种确定PID控制器最优整定参数的优化方法。主要目的是利用粒子群优化算法对PID控制器进行整定,以获得快速稳定的系统。利用MATLAB软件进行仿真。从时域指标上比较了基于粒子群的PID控制器与Z-N整定PID控制器的响应。仿真结果表明,利用粒子群算法对PID控制器进行整定,使系统快速稳定,超调量小。
{"title":"Optimal tuning of PID controller using Particle Swarm Optimization","authors":"K. Lakshmi, P. Srinivas","doi":"10.1109/EESCO.2015.7253800","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253800","url":null,"abstract":"This paper proposes an optimization method for determining the optimal tuning parameters of PID controller, for level control of three tank system. The main objective is to obtain a fast and stable system by tuning the PID controller using Particle Swarm Optimization algorithm. The simulation is done using MATLAB software. The response of PSO based PID controller is compared with Z-N tuned PID controller in terms of time domain specifications. The simulation results shows that tuning the PID controller using PSO provides fast and stable system with low overshoot.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131904155","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: 22
High performance and area efficient Signed Baugh-Wooley multiplier with Wallace tree using compressors 高性能和面积高效签名包-伍利乘法器与华莱士树使用压缩机
R. Abhilash, S. Dubey, Chinnaaiah. M.C
Signed Baugh-Wooley multiplier is famous for multiplication of signed multiplicands in twos complement data representation. In this Paper, a novel 4∶2 and 5∶2 compressors architecture is proposed. Wallace tree architecture is chosen to reduce the number of stages and by using the proposed compressors additional reduction of latency and area is achieved. The performance of these compressors is evaluated by including those in signed Baugh-Wooley multipliers with Wallace tree. The result shows 6.77 percentage reduction in cell area and 7.04 percentage faster than existing Signed Baugh-Wooley multiplier when 5∶2 compressor architecture is used.
有符号Baugh-Wooley乘法器以双补数数据表示的有符号乘数相乘而闻名。本文提出了一种新的4∶2和5∶2压缩机结构。Wallace树形结构的选择是为了减少阶段的数量,并通过使用所提出的压缩器,进一步减少延迟和面积。这些压缩机的性能通过包含有符号的Baugh-Wooley乘数和Wallace树来评估。结果表明,当采用5∶2压缩器结构时,与现有的sign Baugh-Wooley乘法器相比,单元面积减小6.77%,速度提高7.04%。
{"title":"High performance and area efficient Signed Baugh-Wooley multiplier with Wallace tree using compressors","authors":"R. Abhilash, S. Dubey, Chinnaaiah. M.C","doi":"10.1109/EESCO.2015.7253847","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253847","url":null,"abstract":"Signed Baugh-Wooley multiplier is famous for multiplication of signed multiplicands in twos complement data representation. In this Paper, a novel 4∶2 and 5∶2 compressors architecture is proposed. Wallace tree architecture is chosen to reduce the number of stages and by using the proposed compressors additional reduction of latency and area is achieved. The performance of these compressors is evaluated by including those in signed Baugh-Wooley multipliers with Wallace tree. The result shows 6.77 percentage reduction in cell area and 7.04 percentage faster than existing Signed Baugh-Wooley multiplier when 5∶2 compressor architecture is used.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133410948","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: 6
A protection scheme for optimum coordination of directional overcurrent relays in presence of distributed generation 分布式发电环境下定向过流继电器最佳协调保护方案
A. Kalage, N. D. Ghawghawe
The penetration of distributed generation (DG) violates the relay coordination in distribution network. The original relay settings can be restored by nullifying DG Impact. This paper presents a new protection scheme considering use of fault current limiter (FCL) and adaptive protective relaying to restore the relay coordination. The use of FCL, sometimes, increases the backup relay operating time. The adaptive protective relaying requires microprocessor based digital relays and communication system. This increases cost and complications of protective system. In context with this, a small size of FCL is used in series with DG to restore the settings of far end relays. The near end relays are replaced by digital relays to restore the original relay settings. The proposed scheme is implemented to different networks and find suitable to restore relay settings. A case study is presented to illustrate the proposed scheme.
分布式发电的渗透破坏了配电网的中继协调。通过取消DG冲击可以恢复原来的继电器设置。提出了一种采用故障限流器(FCL)和自适应保护继电器恢复继电器协调的保护方案。使用整柜有时会增加备用继电器的工作时间。自适应继电保护需要基于微处理器的数字继电器和通信系统。这增加了成本和保护系统的复杂性。在此背景下,小尺寸的FCL与DG串联使用,以恢复远端继电器的设置。近端继电器被数字继电器取代,以恢复原始继电器设置。将该方案应用于不同的网络,找到适合的中继设置恢复方案。最后给出了一个实例来说明所提出的方案。
{"title":"A protection scheme for optimum coordination of directional overcurrent relays in presence of distributed generation","authors":"A. Kalage, N. D. Ghawghawe","doi":"10.1109/EESCO.2015.7253905","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253905","url":null,"abstract":"The penetration of distributed generation (DG) violates the relay coordination in distribution network. The original relay settings can be restored by nullifying DG Impact. This paper presents a new protection scheme considering use of fault current limiter (FCL) and adaptive protective relaying to restore the relay coordination. The use of FCL, sometimes, increases the backup relay operating time. The adaptive protective relaying requires microprocessor based digital relays and communication system. This increases cost and complications of protective system. In context with this, a small size of FCL is used in series with DG to restore the settings of far end relays. The near end relays are replaced by digital relays to restore the original relay settings. The proposed scheme is implemented to different networks and find suitable to restore relay settings. A case study is presented to illustrate the proposed scheme.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"293 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122696335","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: 9
Content-based image retrieval: Concept and current practices 基于内容的图像检索:概念和当前实践
S. S. Hiwale, D. Dhotre
Research in content-based image retrieval (CBIR) today is a lively discipline and expanding in breadth. Content-based image retrieval is a computer vision technique to the image retrieval problem of searching for digital images in huge databases. Weather forecasting, data mining, remote sensing, medical imaging, education, crime prevention and management of earth resources are a few domains where content-based image retrieval technique is in huge demand. To improve visual similarity search and image retrieval process in content-based image retrieval many studies have been conducted and methods developed in recent years, but there are a few issues that need to be addressed. This paper explores the current practices in content-based image retrieval and their effectiveness.
目前,基于内容的图像检索(CBIR)是一门活跃的学科,其研究范围正在不断扩大。基于内容的图像检索是一种针对海量数据库中数字图像检索问题的计算机视觉技术。天气预报、数据挖掘、遥感、医学成像、教育、预防犯罪和地球资源管理是基于内容的图像检索技术需求巨大的几个领域。为了改善基于内容的图像检索中的视觉相似搜索和图像检索过程,近年来进行了许多研究,开发了许多方法,但还存在一些问题需要解决。本文探讨了目前基于内容的图像检索方法及其有效性。
{"title":"Content-based image retrieval: Concept and current practices","authors":"S. S. Hiwale, D. Dhotre","doi":"10.1109/EESCO.2015.7254040","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7254040","url":null,"abstract":"Research in content-based image retrieval (CBIR) today is a lively discipline and expanding in breadth. Content-based image retrieval is a computer vision technique to the image retrieval problem of searching for digital images in huge databases. Weather forecasting, data mining, remote sensing, medical imaging, education, crime prevention and management of earth resources are a few domains where content-based image retrieval technique is in huge demand. To improve visual similarity search and image retrieval process in content-based image retrieval many studies have been conducted and methods developed in recent years, but there are a few issues that need to be addressed. This paper explores the current practices in content-based image retrieval and their effectiveness.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121771066","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: 16
Modified GA for optimal DG allocation and sizing 改进遗传算法优化DG分配和分级
U. R. Babu, V. K. Reddy, S. TaraKalyani
This Paper presents a methodology for optimal distributed generation (DG) allocation and sizing in distribution systems, in order to reduce the electrical distribution power losses and to guarantee acceptable savings and voltage improvements. The optimization process is evaluated by the combination of genetic algorithm (GA) techniques with optimal power flow to evaluate DG impacts in savings, losses and voltage profile. The fitness evaluation function that drives the GA to the solution is the Network Performance Enhancement Index (NPEI). The objective is to maximize the DG capacity with the reduction in the system loss, by knowing the total number of DG units that the user is interested to connect. The new and fast algorithm is developed for solving the power flow for radial distribution feeders taking into account embedded distribution generations. And also, new approximation formulas are proposed to reduce the number of iterations. The economic constraints are also considered by accounting for the savings obtained when the DG is inserted into the system.
本文提出了一种优化配电系统中分布式发电(DG)分配和规模的方法,以减少配电功率损耗,并保证可接受的节约和电压改善。将遗传算法(GA)技术与最优潮流相结合,对优化过程进行评估,以评估DG对节约、损耗和电压分布的影响。驱动遗传算法找到解决方案的适应度评价函数是网络性能增强指数(NPEI)。目标是通过了解用户有兴趣连接的DG单元的总数,在减少系统损耗的同时最大化DG容量。提出了一种考虑嵌入式配电代的径向配电网潮流快速求解算法。为了减少迭代次数,提出了新的近似公式。经济限制也被考虑在DG被插入系统时所获得的节省。
{"title":"Modified GA for optimal DG allocation and sizing","authors":"U. R. Babu, V. K. Reddy, S. TaraKalyani","doi":"10.1109/EESCO.2015.7253775","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253775","url":null,"abstract":"This Paper presents a methodology for optimal distributed generation (DG) allocation and sizing in distribution systems, in order to reduce the electrical distribution power losses and to guarantee acceptable savings and voltage improvements. The optimization process is evaluated by the combination of genetic algorithm (GA) techniques with optimal power flow to evaluate DG impacts in savings, losses and voltage profile. The fitness evaluation function that drives the GA to the solution is the Network Performance Enhancement Index (NPEI). The objective is to maximize the DG capacity with the reduction in the system loss, by knowing the total number of DG units that the user is interested to connect. The new and fast algorithm is developed for solving the power flow for radial distribution feeders taking into account embedded distribution generations. And also, new approximation formulas are proposed to reduce the number of iterations. The economic constraints are also considered by accounting for the savings obtained when the DG is inserted into the system.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129317071","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: 3
Analysis of performance of the induction motor under hysteresis current controlled DTC 磁滞电流控制 DTC 下感应电机的性能分析
A. Marthanda, G. Marutheswar
The direct torque control method is a powerful control technique for specially induction motor drive due its fast dynamic torque response. It originates in the fact that torque and flux is directly controlled by instantaneous space voltage vector unlike. Field Oriented Control (FOC) and smooth control of drives are being utilized to perform real time simulation on the ac motor variables, such as electromagnetic torque, fluxes, mechanical speed, etc. For the reason, direct torque control gradually has been used in the field requiring fast response since its introduction in the mid-1980. Even though the direct torque control has several problems. These problems are: (1) low switching frequency and variation in speed; (2) the increase of the torque ripple in the low speed region; (3) the short control period (25 µs) for the good performance. To solve the problems of Direct Torque Control, several studies were carried out. This paper improves one of the drawbacks of Direct Torque Control with the Hysteresis direct torque control. In some papers to avoid these problems 2 level inverter with induction motor has been used but it is very complicated and didn't show large improvement. In this paper, Hysteresis direct torque control method with 3 level inverter has been implemented and its effectiveness is compared with conventional direct torque control with 2 level inverter by using Matlab/Simulink.
直接转矩控制方法具有快速的动态转矩响应,是感应电机驱动的一种强大控制技术。它源于转矩和磁通由瞬时空间电压矢量直接控制这一事实。目前正在利用面向现场的控制(FOC)和驱动器的平滑控制来对交流电机变量(如电磁转矩、磁通、机械速度等)进行实时模拟。因此,直接转矩控制自 1980 年中期问世以来,逐渐被用于要求快速响应的领域。尽管直接转矩控制存在一些问题。这些问题包括(1) 开关频率低,速度变化大;(2) 低速区扭矩纹波增大;(3) 控制周期短(25 µs),性能不佳。为了解决直接转矩控制的问题,人们开展了多项研究。本文利用滞后直接转矩控制改进了直接转矩控制的一个缺点。在一些论文中,为了避免这些问题,使用了带感应电机的双电平逆变器,但它非常复杂,而且没有显示出很大的改进。本文使用 Matlab/Simulink 实现了 3 电平逆变器的磁滞直接转矩控制方法,并将其效果与传统的 2 电平逆变器直接转矩控制进行了比较。
{"title":"Analysis of performance of the induction motor under hysteresis current controlled DTC","authors":"A. Marthanda, G. Marutheswar","doi":"10.1109/EESCO.2015.7253672","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253672","url":null,"abstract":"The direct torque control method is a powerful control technique for specially induction motor drive due its fast dynamic torque response. It originates in the fact that torque and flux is directly controlled by instantaneous space voltage vector unlike. Field Oriented Control (FOC) and smooth control of drives are being utilized to perform real time simulation on the ac motor variables, such as electromagnetic torque, fluxes, mechanical speed, etc. For the reason, direct torque control gradually has been used in the field requiring fast response since its introduction in the mid-1980. Even though the direct torque control has several problems. These problems are: (1) low switching frequency and variation in speed; (2) the increase of the torque ripple in the low speed region; (3) the short control period (25 µs) for the good performance. To solve the problems of Direct Torque Control, several studies were carried out. This paper improves one of the drawbacks of Direct Torque Control with the Hysteresis direct torque control. In some papers to avoid these problems 2 level inverter with induction motor has been used but it is very complicated and didn't show large improvement. In this paper, Hysteresis direct torque control method with 3 level inverter has been implemented and its effectiveness is compared with conventional direct torque control with 2 level inverter by using Matlab/Simulink.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130977450","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: 1
Handwritten character recognition using machine learning approach - A survey 使用机器学习方法的手写字符识别-调查
S. Patel, Jasmine Jha
Handwritten character recognition is a very popular due to its wide range of application. Processing application forms, digitizing ancient articles, postal address processing, bank cheque processing and many others are the growing fields in area of handwritten character processing. Handwritten character is attracting researchers since last 3 decades. Many approaches have been proposed for effective recognition. In this paper, we have shown the detail survey on handwritten character recognition using neural network as a machine learning approache.
手写体字符识别由于其广泛的应用范围而受到广泛的欢迎。处理申请表格、将古物数码化、处理邮政地址、处理银行支票等是手写文字处理领域中不断发展的领域。近三十年来,手写体一直吸引着研究者。为了有效识别,人们提出了许多方法。在本文中,我们展示了使用神经网络作为机器学习方法的手写体字符识别的详细调查。
{"title":"Handwritten character recognition using machine learning approach - A survey","authors":"S. Patel, Jasmine Jha","doi":"10.1109/EESCO.2015.7253978","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253978","url":null,"abstract":"Handwritten character recognition is a very popular due to its wide range of application. Processing application forms, digitizing ancient articles, postal address processing, bank cheque processing and many others are the growing fields in area of handwritten character processing. Handwritten character is attracting researchers since last 3 decades. Many approaches have been proposed for effective recognition. In this paper, we have shown the detail survey on handwritten character recognition using neural network as a machine learning approache.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"518 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123104951","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: 12
Script independent text pre-processing and segmentation for OCR 脚本独立文本预处理和分割的OCR
Archana S. Sawant, D. Chougule
Optical Character Recognition (OCR) systems have been numerously developed for the recognition of printed script in many languages. Multiple approaches to pre-processing and segmentation exist for various scripts where OCR accuracy mainly depends on the text pre-processing and segmentation algorithm being used for the document. When the document is scanned it can be put in any arbitrary angle which would appear in the image as skew angle. Our experimental results proposed in the paper assures the superior algorithm for correction of skew angle of the text document. Projection Profile based methods used makes segmentation easy to separate the text in document image into lines, words and characters independent of the Language in the Text.
光学字符识别(OCR)系统已经被开发用于识别许多语言的印刷文字。针对各种脚本存在多种预处理和分割方法,其中OCR的准确性主要取决于文档所使用的文本预处理和分割算法。当文档被扫描时,它可以放在任意角度,这将在图像中显示为斜角。本文的实验结果保证了该算法对文本文档倾斜角度的校正效果。基于投影轮廓的分割方法可以很容易地将文档图像中的文本分割成独立于文本语言的行、词和字符。
{"title":"Script independent text pre-processing and segmentation for OCR","authors":"Archana S. Sawant, D. Chougule","doi":"10.1109/EESCO.2015.7253643","DOIUrl":"https://doi.org/10.1109/EESCO.2015.7253643","url":null,"abstract":"Optical Character Recognition (OCR) systems have been numerously developed for the recognition of printed script in many languages. Multiple approaches to pre-processing and segmentation exist for various scripts where OCR accuracy mainly depends on the text pre-processing and segmentation algorithm being used for the document. When the document is scanned it can be put in any arbitrary angle which would appear in the image as skew angle. Our experimental results proposed in the paper assures the superior algorithm for correction of skew angle of the text document. Projection Profile based methods used makes segmentation easy to separate the text in document image into lines, words and characters independent of the Language in the Text.","PeriodicalId":305584,"journal":{"name":"2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125707640","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: 6
期刊
2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO)
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