2019 Devices for Integrated Circuit (DevIC)最新文献_第6页

Design and Implementation of Gabor Filter and SVM based Authentication system using Machine Learning 基于Gabor滤波和SVM的机器学习认证系统的设计与实现

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783650

Shalini Singh, Indrajit Das, Md Golam Mohiuddin, Amogh Banerjee, Sonali Gupta

{"title":"Design and Implementation of Gabor Filter and SVM based Authentication system using Machine Learning","authors":"Shalini Singh, Indrajit Das, Md Golam Mohiuddin, Amogh Banerjee, Sonali Gupta","doi":"10.1109/DEVIC.2019.8783650","DOIUrl":"https://doi.org/10.1109/DEVIC.2019.8783650","url":null,"abstract":"The most vital requirement in today's world is to overcome the different types of attacks. Human behavioral and physiological features in biometrics have the largest scope as a solution for security issues. However, the existing biometric systems such as faces, iris, palm, voice or fingerprints are highly complex in terms of time or space or both, and thus are not suitable in high security. So the design and implementation of finger-vein authentication method is proposed in this paper. This system is implemented using a combination of image processing and machine learning algorithm. Lacunae, fractal dimension and gabor filter are the algorithms used for feature extraction and the classification of the extracted feature is done using the Support Vector Machine. The accuracy of classification algorithm for One-Versus-One and One-Versus-All is 98.75 % and 97.92 % and the execution time is 0.168 Seconds and 0.187 Seconds respectively. At the end the comparative analysis between different classification algorithm and previous research work related to Finger Vein Authentication System using Machine learning is provided.","PeriodicalId":294095,"journal":{"name":"2019 Devices for Integrated Circuit (DevIC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122243049","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

A Hypothetical Analysis to Study the Variations of Complex Dielectric Permittivity for Detection of Various Stages of Cancer of a Biological Target using Microwave Tomography 微波层析成像检测生物靶癌不同阶段复介电常数变化的假设分析

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783937

Deborsi Basu, K. Purkait

{"title":"A Hypothetical Analysis to Study the Variations of Complex Dielectric Permittivity for Detection of Various Stages of Cancer of a Biological Target using Microwave Tomography","authors":"Deborsi Basu, K. Purkait","doi":"10.1109/DEVIC.2019.8783937","DOIUrl":"https://doi.org/10.1109/DEVIC.2019.8783937","url":null,"abstract":"In recent days, different kinds of Cancerous tumor detection in human body using Microwave Tomography technique (MWT) is picking up huge interest of research among modern day scientists. As all other existing methods like ultrasound, mammography, magnetic resonance imaging (MRI), X - ray imaging etc. are coming up with certain difficulties to patients so Microwave imaging technique is a suitable substitute for that. In this paper, a hypothetical assumption based on the variations of complex dielectric permittivity of the water content of cells with different stages of cancer has been implemented. The complex dielectric permittivities are reconstructed with the help of suitable reconstruction techniques and images have been formed accordingly. Analysing the reconstructed values, a comparative study has been done between a normal cell and different kinds of affected cells. The new approach of this reconstruction algorithm shows a very much efficient way of discriminating all possible kinds of dielectric perturbations for various stages of cancer inside human body. Through this analysis it is shown that the improved version of reconstruction algorithm works well on the hypothetical assumption and the result found is pretty satisfactory and the margin of error is also less, based on the result it is proposed that microwave imaging technique is one of the best methods for detection of the presence cancer cell inside human body.","PeriodicalId":294095,"journal":{"name":"2019 Devices for Integrated Circuit (DevIC)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127761845","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

Analytical Model of Subthreshold Swing in Triangular-Shaped FinFET 三角形FinFET亚阈值摆动的解析模型

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783633

Subhamoy Banerjee, B. Pradhan

引用次数: 1

Survey of Smart Grid Network Using Drone & PTZ Camera 无人机与PTZ摄像机在智能电网中的应用研究

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783610

Sayan Paramanik, Partha Sarathi Sarkar, Koustav Kumar Mondol, Avijit Chakraborty, Sajib Chakraborty, K. Sarker

引用次数: 4

An Improved Edge Detection Method based on Median Filter 一种改进的中值滤波边缘检测方法

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783450

Preeti Topno, G. Murmu

引用次数: 10

Role of Stress/Strain Mapping in Advanced CMOS Process Technology Nodes 应力/应变映射在先进CMOS工艺技术节点中的作用

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783211

Tara Prasanna Dash, J. Jena, E. Mohapatra, S. Dey, S. Das, C. K. Maiti

引用次数: 3

Investigating Photonic Bandgap Width for Metamaterial based PhC Structure from Dispersion Relation 从色散关系研究超材料PhC结构的光子带隙宽度

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783747

Sangita Das, Urmimala Dey, S. De, A. Deyasi

引用次数: 1

Gameplay using Reinforcement Learning 使用强化学习的游戏玩法

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783550

Dilip Kumar, Ritesh Prasad, Kumar Ritu Raj Singh, Surbhi Singh

引用次数: 0

High Frequency Performance of AlGaN/GaN HEMTs Fabricated on SiC Substrates SiC衬底AlGaN/GaN hemt的高频性能研究

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783562

E. Mohapatra, S. Das, Tara Prasanna Dash, S. Dey, J. Jena, C. K. Maiti

引用次数: 0

A Novel Model for Analyzing Current-Voltage Characterization of SiC MOSFET 一种分析SiC MOSFET电流电压特性的新模型

2019 Devices for Integrated Circuit (DevIC) Pub Date : 2019-03-01 DOI: 10.1109/DEVIC.2019.8783905

Sabuj Sarkar, Saikat Adhikary, Md. Mostafizur Rahman

引用次数: 0