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An Improvised Algorithm For Computer Vision Based Cashew Grading System Using Deep CNN 基于深度CNN的腰果分级系统改进算法
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541176
A. Sivaranjani, S. Senthilrani, B. Ashokumar, A. Murugan
{"title":"An Improvised Algorithm For Computer Vision Based Cashew Grading System Using Deep CNN","authors":"A. Sivaranjani, S. Senthilrani, B. Ashokumar, A. Murugan","doi":"10.1109/ICSCAN.2018.8541176","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541176","url":null,"abstract":"Computer vision is becoming popular at the present days in agricultural area with an assortment of technological improvements for grading, sorting, classification. Though there are much technical advancement, cashew grading and sorting are still difficult task in daily market. In this research work we discussed about the computer vision based grading system and also an overview of deep Convolution Neural Network (CNN). The CNN with deep layer has tremendous achievement in many image classification applications. The deep CNN which itself extract the features of the image for classification was the added advantage. In this work the various parameters are considered for optimization of CNN. This work portrays the importance grading cashew nut and also proposed a framework for computer vision based grading system for cashew nut using deep CNN.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114202967","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: 7
Epistemological View: Data Ethics, Privacy & Trust on Digital Platform 认识论视角:数字平台上的数据伦理、隐私与信任
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541166
Rajeshwari Harsh, Gaurav Acharya, Sunita Chaudhary
{"title":"Epistemological View: Data Ethics, Privacy & Trust on Digital Platform","authors":"Rajeshwari Harsh, Gaurav Acharya, Sunita Chaudhary","doi":"10.1109/ICSCAN.2018.8541166","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541166","url":null,"abstract":"‘Data’ had always an important asset of scientific study i.e. measurement, analysis, recording, representation, validation etc. Initially, data generation were increasing gradually along with Computer Generations. As per rapid growth of Computer technologies, ‘Data generation’ have been increased exponentially. Enhancement in data carries responsibility of ‘ethics’, whose fetches individual or distributed ‘morality’ towards its applications; ‘privacy’ towards users & services data; ‘transparencies’ towards scheduled activities or transections among consumers & providers; ‘trust’ towards AI agents and feedback systems. Countries have approached applications of modern technologies with limitations, different adoptions and regulations to prevent, privacy, confidentialities, social culture, transparency, human rights and security. Sometimes, careless attitude and blind faith may lead to data theft, hack and unpleased uses. Advance technologies may invade the individuality with different attributes using your attitude and open data. The objective of this paper is to identify evolution of ‘data ethics’ mind set and its different set of thought-wings, influence and penitration of digital data world(open data) in human life and their believes wrt trust, faith towards individual and group privacy,transperencies.Latest technologies and their ethical issues, training and principals related to ethical assessment have been looked over.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115106229","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: 4
Evaluation of PSO Tuned PI Controller for Single-Ended Primary-Inductor Converter 单端主电感变换器PSO调谐PI控制器的评估
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541183
M. Rekha, M. Kowsalya
{"title":"Evaluation of PSO Tuned PI Controller for Single-Ended Primary-Inductor Converter","authors":"M. Rekha, M. Kowsalya","doi":"10.1109/ICSCAN.2018.8541183","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541183","url":null,"abstract":"In this paper, determination of optimal Proportional-Integral (PI) controller values for a Single-Ended Primary-Inductor converter SEPIC is taken place using Particle Swarm Optimization. The optimization has good computational efficiency and convergence characteristics. The SEPIC converter comprises of buck and boost operation depending on the duty cycle. Maximum power is tracked from the photovoltaic PV using Maximum Power Point Tracking system. The controller’s PI value is tuned to resulting better efficiency of the converter with MPPT as input. The simulation is executed in MATLAB/Simulink.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"825 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126103090","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
Access DataPrivacy Management Control inMongoDB mongodb中的访问数据隐私管理控制
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541248
Neha Titre, Antara S. Bhattacharya
{"title":"Access DataPrivacy Management Control inMongoDB","authors":"Neha Titre, Antara S. Bhattacharya","doi":"10.1109/ICSCAN.2018.8541248","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541248","url":null,"abstract":"With the rapid development of network and information technology, data are woven into every corner of our lives, such as websites, social networks, public platforms, etc. Along with the convenience and immediacy of data acquisition, big data technologies, and many other new data analysis tools have been succeeded and applied in various fields of people’s lives, which have generated huge social impact and economic benefits. Generally, data should be stored in databases for easy access and utilization. It consists of the enhancement of the MongoDB level based access control model with privacy keys for security and monitor. The proposed monitor is easily used into any MongoDB deployment control with high protection for data security.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129976293","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
A Framework for Level-1 and Level-2 Feature Level Fusion 一种一级和二级特征级融合的框架
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541222
D. Poonguzhali, Dr. M. Ezhilarasan
{"title":"A Framework for Level-1 and Level-2 Feature Level Fusion","authors":"D. Poonguzhali, Dr. M. Ezhilarasan","doi":"10.1109/ICSCAN.2018.8541222","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541222","url":null,"abstract":"The paper presents the feature extraction of level-1 and level-2 fingerprint features. The level-1 features are based on ridges and level-2 features are based on minutiae of the fingerprint, which are used for authentication. The level-1 and level-2 feature level fusion is proposed to enhance the accuracy rate of unibiometric fingerprint authentication system. The performance of this system is evaluated on two publicly available databases and our own database. Fusion scheme is decided depending on the type of information available. Choosing the fusion scheme is important for any multibiometric system as it has significant impact over the performance of the multibiometric system. The identification rate is more in concatenated feature set than for individual feature set. The proposed FFV uses the much richer grey-level information of the fingerprint image. It is also capable of dealing with fingerprints of low quality images from which features cannot be extracted reliably. The results shows that the proposed FFV method outperforms other competing approaches with both EER and DI.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124023182","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: 2
Detecting Sex From Handwritten Examples 从手写样本中检测性别
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541214
Sourajit Saha, Md. Asif Bin Khaled, Md. Saiful Islam, Nisha Saha Puja, Mahady Hasan
{"title":"Detecting Sex From Handwritten Examples","authors":"Sourajit Saha, Md. Asif Bin Khaled, Md. Saiful Islam, Nisha Saha Puja, Mahady Hasan","doi":"10.1109/ICSCAN.2018.8541214","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541214","url":null,"abstract":"There are several tasks that human excel at and computers do not and vice-versa. Just until a few years ago computers were as good as a storage for images and videos. However, in the past 6 years with the boon in artificial neural network, labeled data and computation power; machines have started becoming smart at tasks like recognizing images, detecting different objects in images, captioning images, understanding and summarizing videos, detecting semantic actions in videos and so on. Deep learning researchers and practitioners have started demonstrating notable performance of AI(Artificial Intelligence) on many different tasks that pushes the boundaries and as a continuation of that process, we took one specific problem to solve using deep learning that even human can not solve. We have taken Bangla handwritten characters, then trained them applying several deep learning techniques such as Convolutional Neural Network and Recurrent Neural Network to predict the sex of the writer. Consequently, we have got 91.85% accuracy rate and also demonstrated further analysis of the results that we got.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132454859","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
THERMAL ANALYSIS AND TORQUE RIPPLE MINIMIZATION IN SWITCHED RELUCTANCE MOTOR WITH NICKEL-FERRITE MATERIAL 镍铁氧体材料开关磁阻电机的热分析及转矩脉动最小化
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541200
S. Rajkumar, Dr. K. Sedhuraman, D. Murugadhan
{"title":"THERMAL ANALYSIS AND TORQUE RIPPLE MINIMIZATION IN SWITCHED RELUCTANCE MOTOR WITH NICKEL-FERRITE MATERIAL","authors":"S. Rajkumar, Dr. K. Sedhuraman, D. Murugadhan","doi":"10.1109/ICSCAN.2018.8541200","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541200","url":null,"abstract":"In aircraft electric motor driven fuel delivery system, the motor must be characterized by high power density, reliability, small size, less weight and high speed. The high speed operation, high power density and fault tolerance makes switched reluctance motor an ideal candidate for high speed aerospace applications. This paper investigates the application potential of Nickel and Ferrite materials in high-speed switched reluctance motor. Two configurations of (a) Nickel material with smooth frame and (b) Ferrite material with smooth frame have been studied using finite element analysis to obtain their nodal temperature distributions in different parts of stator and rotor frames. The study reveals that the Ferrite and Nickel metals based stator and rotor frame has a better thermal capability and it provides desirable feature in high speed aerospace applications.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130517886","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
High Reliability NoC switch using Modified Hamming Code with Transient Faults 基于改进汉明码的瞬态故障高可靠性NoC开关
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541202
Siva Kanakala, K. Ashok Kumar, P. Dananjayan
{"title":"High Reliability NoC switch using Modified Hamming Code with Transient Faults","authors":"Siva Kanakala, K. Ashok Kumar, P. Dananjayan","doi":"10.1109/ICSCAN.2018.8541202","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541202","url":null,"abstract":"The scaling of technology decreases the communication issues between components in the System on Chip (SoC). Network on Chip (NoC) has the new architecture to deal with the overheads of communication and it is build with routers and processing elements. The router of NoC is temporarily and/or permanently disabled due to the occurrence of faults. A disabled router gives severe impact on the entire system hence the correction of faults is curial not only for single router but also entire NoC system. A Modified Hamming Code (MHC) is presented for detection and correction transient faults. The encoded data input is categorized in groups and each MHC is applied to each group parallelly there by provides high reliability of this method. The simulation results prove that MHC yields reduced latency and increased speed when compared to conventional Hamming Code (HC).","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122912350","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: 2
Three Dimensional Design and Implementation of Doped-Pocket Substrate in N-MOSFET N-MOSFET掺杂口袋基板的三维设计与实现
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541208
P. Saha
{"title":"Three Dimensional Design and Implementation of Doped-Pocket Substrate in N-MOSFET","authors":"P. Saha","doi":"10.1109/ICSCAN.2018.8541208","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541208","url":null,"abstract":"A moderatley doped pocket is implemented in the substrate of an N-MOSFET. Three dimensional simulation modelling of the device has been carried out such that the W/L ratio can be varied. Input output characteristics of the device is obtianed from the simulation which follows the characteristics of the conventional MOSFET. In order to perfrom analysis and comparison the device designed with different channel length ranging from 20nm to 40nm, width of the device is varied from 22nm to 2um. Device characteristics are also obtained for the device with different dimension by keeping the W/L ratio constant and variable. It has been observed that for constant W/L ratio the drain current remains almost constant and for different W/L ratio the drain current changes with the same fraction as that of W/L ratio. On Being comparing the results with the conventional one this modified MOSFET gives better results in terms of both input and output characteristics. Leakage current analysis signifies that modified drain characteristics has a narrower slope.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122998192","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: 2
Analysis of Power Transfer Modeling for Three Dimension silicon chip’s using ThSV Technologies 基于ThSV技术的三维硅芯片功率传递建模分析
2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA) Pub Date : 2018-07-01 DOI: 10.1109/ICSCAN.2018.8541177
P. Mallikarjun, Dr. Y. S. Kumarswamy
{"title":"Analysis of Power Transfer Modeling for Three Dimension silicon chip’s using ThSV Technologies","authors":"P. Mallikarjun, Dr. Y. S. Kumarswamy","doi":"10.1109/ICSCAN.2018.8541177","DOIUrl":"https://doi.org/10.1109/ICSCAN.2018.8541177","url":null,"abstract":"Power transfer is expected to be major physical design concern in Three Dimension ICs due to higher energy density and package asymmetries. Three Dimension integrated circuits promise high bandwidth, low latency energy and a small form factor. To improve Three Dimension energy transfer different methods have been used in this paper. Analyzed the influence such as ThSV granularity, ThSV size, and spacing of controlled collapse chip connection (C4) and also dedicated energy transfer ThSVs. Investigated typical cylindrical or square metal filled ThSVs (Core ThSVs) for energy transfer. Three Dimension evaluation system is composed of quad internal chip multiprocessor, a memory cast and ACCL and it is evaluated using representative some SPEC bench marks traces. It is the detailed architectural level study of for Three Dimension energy transfer. Also this paper focuses on low energy and low skew timer interconnected points design and study of for ThSV based Three Dimension stacked silicon chip’s. Developed Three Dimension abstract tree generation based on the 3Dimensional method of means and medians (Three Dimension-MnM) method to determine the optimal count of ThSV’s to be used in the Three Dimension timer tree so that the overall energy dissipation is minimized. Provided the set of rules for Three Dimension energy transfer design and also the mathematical and statistical study of for energy transfer interconnected points of Three Dimension ICs.","PeriodicalId":378798,"journal":{"name":"2018 IEEE International Conference on System, Computation, Automation and Networking (ICSCA)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128689522","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
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