VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE最新文献_第2页

Sketch Based Image Retrieval using Deep Learning Based Machine Learning 基于深度学习的机器学习的基于草图的图像检索

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijeat.e2622.0610521

Deepika Sivasankaran, S. P, R. R, M. Kanmani

{"title":"Sketch Based Image Retrieval using Deep Learning Based Machine Learning","authors":"Deepika Sivasankaran, S. P, R. R, M. Kanmani","doi":"10.35940/ijeat.e2622.0610521","DOIUrl":"https://doi.org/10.35940/ijeat.e2622.0610521","url":null,"abstract":"Sketch based image retrieval (SBIR) is a sub-domain\u0000of Content Based Image Retrieval(CBIR) where the user provides\u0000a drawing as an input to obtain i.e retrieve images relevant to the\u0000drawing given. The main challenge in SBIR is the subjectivity of\u0000the drawings drawn by the user as it entirely relies on the user's\u0000ability to express information in hand-drawn form. Since many\u0000of the SBIR models created aim at using singular input sketch\u0000and retrieving photos based on the given single sketch input, our\u0000project aims to enable detection and extraction of multiple\u0000sketches given together as a single input sketch image. The\u0000features are extracted from individual sketches obtained using\u0000deep learning architectures such as VGG16 , and classified to its\u0000type based on supervised machine learning using Support Vector\u0000Machines. Based on the class obtained, photos are retrieved from\u0000the database using an opencv library, CVLib , which finds the\u0000objects present in a photo image. From the number of\u0000components obtained in each photo, a ranking function is\u0000performed to rank the retrieved photos, which are then displayed\u0000to the user starting from the highest order of ranking up to the\u0000least. The system consisting of VGG16 and SVM provides 89%\u0000accuracy.","PeriodicalId":23601,"journal":{"name":"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88845724","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

Outlier Detection in High Dimensional Data 高维数据中的离群点检测

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijeat.e2675.0610521

A. L, N. G S

引用次数: 1026

An Assessment of Public Transport Accessibility Levels for Slums in Bhopal 博帕尔贫民窟公共交通可达性水平评估

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijeat.e2786.0610521

Aditya Saxena, Vallary Gupta, B. Shrivastava

{"title":"An Assessment of Public Transport Accessibility Levels for Slums in Bhopal","authors":"Aditya Saxena, Vallary Gupta, B. Shrivastava","doi":"10.35940/ijeat.e2786.0610521","DOIUrl":"https://doi.org/10.35940/ijeat.e2786.0610521","url":null,"abstract":"Good connectivity and accessibility ensure\u0000inclusivity of public transport system which is an indicator of a\u0000fair society. The modal shift of commuters towards public transit\u0000services depends majorly on its accessibility levels. To ensure that\u0000commuters have equal opportunities to access jobs, education, and\u0000other services, PTAL (public transit accessibility level) is often\u0000evaluated. Public transport accessibility levels are a detailed and\u0000an accurate measure of accessibility of a point to the public\u0000transport network which considers walk access time and service\u0000availability. Public transportation is often referred to as an\u0000affordable model for every section of society due to its cheap fare\u0000price. The major question lies in the inclusivity of public transit\u0000services for the economically weaker section of society whether or\u0000not public transportation is available and accessible for those who\u0000need it or those who cannot afford other mobility services. The\u0000present study intends to focus on affordable and inclusive\u0000transportation for economically weaker sections. The study is an\u0000attempt to assess the issues with public transport services in the\u0000city of Bhopal, India for economically backward areas like slums.\u0000The research will help in understanding the accessibility level of\u0000currently available public transit services by evaluating the PTAL\u0000(public transit accessibility level) for socially backward.","PeriodicalId":23601,"journal":{"name":"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE","volume":"59 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78205398","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

Emergence of Futuristic HRM in Perspective of Human - Cobot’s Collaborative Functionality 从人机协作功能的角度看未来人力资源管理的出现

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijeat.e2763.0610521

Anika Saxena, Abhay Saxena, Rajeev Sharma, M. Parashar

引用次数: 3

Moss as Bio-indicator for Air Quality Monitoring at Different Air Quality Environment 苔藓作为生物指标在不同空气质量环境下监测空气质量

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijeat.e2579.0610521

N. Yatim, Nur Izzatul Afifah Azman

{"title":"Moss as Bio-indicator for Air Quality Monitoring at Different Air Quality Environment","authors":"N. Yatim, Nur Izzatul Afifah Azman","doi":"10.35940/ijeat.e2579.0610521","DOIUrl":"https://doi.org/10.35940/ijeat.e2579.0610521","url":null,"abstract":"Air quality monitoring by using bio-indicator\u0000currently being promoted and frequently used in studies due to\u0000their advantages compared to other scientific approaches. The\u0000advantages of using bio-indicator as a bio-monitoring in air\u0000quality are, it remains the cheapest, most available and simplest\u0000matrix for reliable atmospheric monitoring. This study was\u0000conducted to determine moss ability to be used as a bio-indicator\u0000for air quality monitoring when expose to different air quality\u0000environments. Four environmental conditions were chosen to\u0000conduct this study; urban area, reserve forest, living room and\u0000smoker’s room. Leucobryum glaucum or Holland moss is used as\u0000the bio-indicator to monitor the air quality. Gridded containers of\u0000moss were left at each study location for the duration of two\u0000weeks. Physical observation was monitored weekly by examining\u0000colour changes of the moss. Survivability rate of the moss was\u0000determined by counting the numbers of grid where moss growth in\u0000each container. The data was recorded through physical\u0000observation of moss responses and survivability rate towards\u0000different air quality environment. The data was analyzed by using\u0000SPSS. Moss reacted accordingly towards different air quality\u0000environments. Moss reacts mostly at highly polluted environment,\u0000in smoker’s room by changing from fresh green to brownish in\u0000color. In conclusion, moss can be used as a bio-indicator in air\u0000quality monitoring to determine air quality condition because\u0000moss changes its physical appearance and growth rate by the\u0000influenced of surrounding environment.","PeriodicalId":23601,"journal":{"name":"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE","volume":"51 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88591911","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: 5

Sentiment Analysis using Deep Belief Network for User Rating Classification 基于深度信念网络的用户评价分类情感分析

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijitee.h9233.0610821

Ravi Chandra, Basavaraj Vaddatti

引用次数: 0

D-STATCOM Control using SRFT Method for PQ Improvement in a PV System 基于SRFT方法的光伏系统PQ改进D-STATCOM控制

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijitee.h9261.0610821

Namratha Sampath, P. Parimala

{"title":"D-STATCOM Control using SRFT Method for PQ Improvement in a PV System","authors":"Namratha Sampath, P. Parimala","doi":"10.35940/ijitee.h9261.0610821","DOIUrl":"https://doi.org/10.35940/ijitee.h9261.0610821","url":null,"abstract":"The set of restrictions defined for a system's electrical characteristics so that the entire electrical system can function in the intended manner and without losses is known as power quality. Power quality issues such as transients, harmonics, voltage swell, sag, flicker, fluctuations, and power factor difficulties are becoming more common as power electronic devices become more widely used. The usage of a Distribution Static Compensator (D-STATCOM) to mitigate power quality issues is discussed in this study. In this case, D-STATCOM functions as a shunt active power filter to reduce harmonics caused by non-linear loads. The simulation studies on a PV-based Cascaded-H-Bridge Multi-Level Inverter i.e Solar PV and Cascaded H Bridge MLI are integrated using Selective Harmonic Elimination method with D-STATCOM injected at the load side to improve power quality are presented in this project. The Solar PV system is mathematically modelled using Boost regulator and P&O MPPT technique and to the D-STATCOM the controller is designed utilizing Synchronous Reference Frame Theory (SRFT) out of many control strategies for reactive power compensation, harmonic mitigation, and power factor enhancement as it is more accurate. A 2nd order low pass filter is employed at the load side to reduce the harmonics to some extent, and both 5-level and 7-level models are evaluated. MATLAB/SIMULINK is used for simulation.","PeriodicalId":23601,"journal":{"name":"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88657659","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

Crop Discrimination using Non-Imaging Hyperspectral Data 利用非成像高光谱数据进行作物识别

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijeat.e2802.0610521

P. V. Janse, R. Deshmukh

引用次数: 0

Security Design Pattern for Login System through Authentication using Modified Sha-384Algorithm 基于改进sha -384算法的认证登录系统安全设计模式

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijitee.h9244.0610821

Y. C. Kulkarni, S. D. J. Prof.

引用次数: 0

Gesture Detection using Tensor flow lite Efficient Net Model for Communication andE-learning Module for Mute and Deaf 基于张量流的手势检测高效网络模型及聋哑人交流学习模块

VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE Pub Date : 2021-06-30 DOI: 10.35940/ijitee.h9204.0610821

Snehal Patil, Yash Shah, Payal Narkhede, A. Thakare, Rahul Pitale

{"title":"Gesture Detection using Tensor flow lite Efficient Net Model for Communication and\u0000E-learning Module for Mute and Deaf","authors":"Snehal Patil, Yash Shah, Payal Narkhede, A. Thakare, Rahul Pitale","doi":"10.35940/ijitee.h9204.0610821","DOIUrl":"https://doi.org/10.35940/ijitee.h9204.0610821","url":null,"abstract":"Human communication plays a vital role; without communicating, day-to-day tasks seem difficult to complete. And the world has an almost 5% population that struggles with hearing or speaking disability, which contributes to 430 million people worldwide, and this will grow up to 900million just in the next 25 to 30 years. With the increasing noise pollution, hearing capacity degrades, leading to various hearing problems. The WHO statistics show that 32million kids are acoustically impaired. With disabilities, there are multiple issues these people face, such as lack of learning facilities, job opportunities, communication platforms, etc. These people need a cooperative environment to express, learn at their pace and level of understanding. This paper focuses on developing an application that bridges the gap between these acoustically disabled people and people unknown to their way of communication. The proposed research is an edge device application provides features like a gesture to text, speech to text, e-learning platform, and Alert mechanism. This paper majorly focuses on developing a friendly all in one platform for mute and deaf community for communication, learning and emergency alerts. The research was conducted with two approaches the traditional CNN and Tensorflow lite Efficient Net model to train the ASL (American Sign Language) dataset for the communication platform, where we obtained accuracy of 98.91% and 98.82% respectively. To overcome the computational barriers of traditional CNN approach, Tensorflow lite Efficient Net model was brought into the picture. The proposed methodology would help build a platform for the deaf and mute community to express themselves better and gain wider exposure to the world.","PeriodicalId":23601,"journal":{"name":"VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE","volume":"181 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89815317","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