2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)最新文献_第4页

An Advanced Computer Vision Techniques for Object Recognition and Navigation Assistance for the Visually Impaired 视障人士物件识别与导航辅助之先进电脑视觉技术

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157346

BS Sathish, B. R, Suhas Bs, Tina Popli, Spoorthi R, Rachana R Hebbar

{"title":"An Advanced Computer Vision Techniques for Object Recognition and Navigation Assistance for the Visually Impaired","authors":"BS Sathish, B. R, Suhas Bs, Tina Popli, Spoorthi R, Rachana R Hebbar","doi":"10.1109/ViTECoN58111.2023.10157346","DOIUrl":"https://doi.org/10.1109/ViTECoN58111.2023.10157346","url":null,"abstract":"In this paper, we present a mobile application designed to assist visually impaired individuals in navigating their daily lives. The application incorporates several features, including text-to-speech, currency detection, calculator, object detection using trained machine learning models, and reminders. These features are all integrated with voice command functionality and can be accessed with a single button touch. The text-to-speech feature allows users to listen to text on their mobile devices from documents. The currency detection feature enables users to recognize all Indian currency through their phone camera, which is particularly helpful for those who may struggle with identifying money. The calculator feature helps users to perform simple calculations with ease. Using the mobile camera, the object detection feature detects objects in real-time using the trained ML models, both indoors and outdoors. Additionally, users can set daily reminders for themselves. The application also includes integrated Google Maps for real-time navigation assistance. Our research demonstrates that this mobile application is an effective tool for visually impaired individuals, as it provides a range of features that can help them easily navigate and pass their daily time. We believe this paper serves as a valuable contribution to the field of assistive technology for the visually impaired.","PeriodicalId":407488,"journal":{"name":"2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132157845","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

Power Aware 10T Static Random-Access Memory Design 功率感知10T静态随机存取存储器设计

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157217

Mooni Rahul, V. Vaishnavi, Kasthuri Vyshnavi, Chandramauleshwar Roy

引用次数: 0

Gold Price Prediction using ARIMA model 利用ARIMA模型预测黄金价格

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157017

D. Nanthiya, S. B. Gopal, S. Balakumar, M. Harisankar, S.P. Midhun

{"title":"Gold Price Prediction using ARIMA model","authors":"D. Nanthiya, S. B. Gopal, S. Balakumar, M. Harisankar, S.P. Midhun","doi":"10.1109/ViTECoN58111.2023.10157017","DOIUrl":"https://doi.org/10.1109/ViTECoN58111.2023.10157017","url":null,"abstract":"The most valuable metal in the world is gold. It is the most sought-after commodity available. The study and forecasting of the daily gold price rate and the future gold price rate using machine learning algorithms and methodologies. Due to the multifactorial and nonlinear structure of the gold market, it is impossible to anticipate the gold price, which is influenced by a variety of external variables like marketing conditions, economic crises, oil price rate hikes, tax benefits, and interest rates. Using machine learning to enhance the performance of certain types of activities. It is used to the forecasting of financial variables, with an emphasis on equities rather than commodities. It focuses on how predictions are made utilising datasets and statistical analysis. Using ensemble-based machine learning methods such as Linear Regression, ARIMA Model, Random Forest Regression. The predictions are derived from a dataset of gold price rates. The performance measurements are MAE and RMSE. In Linear Regression values are 19.82,24.41. ARIMAA model 0.040, 0.046 and Random Forest is 0.150, 0.156. The results suggest ARIMAA model predict value in high accuracy.","PeriodicalId":407488,"journal":{"name":"2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133264047","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

Text Translation for Indian Languages 印度语言文本翻译

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157002

Rajesh V, B. Permual, Bingi Prasanna, Bala Haripriya, Ravva Sravani, Somala Nandini

引用次数: 0

Enhancing Brain Tumor Diagnosis: Utilizing ResNet-101 on MRI Images for Detection 增强脑肿瘤诊断:利用ResNet-101对MRI图像进行检测

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157378

D. Soumya, D. L. K. Reddy, Abhayendra Nagar, A. Rajpoot

{"title":"Enhancing Brain Tumor Diagnosis: Utilizing ResNet-101 on MRI Images for Detection","authors":"D. Soumya, D. L. K. Reddy, Abhayendra Nagar, A. Rajpoot","doi":"10.1109/ViTECoN58111.2023.10157378","DOIUrl":"https://doi.org/10.1109/ViTECoN58111.2023.10157378","url":null,"abstract":"Brain cancer is an increasingly grave and oftentimes severely painful condition that has attracted a lot of attention. Although brain cancer is rare and the disease is less prevalent than many other cancer kinds, 60% of cases survive within one year of diagnosis, compared to 30% of cases- that barely survive five years. This is a moderately low survival rate. The survival rate has somewhat increased over the past decade for patients discovered in the earlier stages. Nonetheless, it appears that the overall number of persons with brain cancer will continue to climb shortly due to the aging population. Identifying symptomatic individuals at the initial stage is a crucial public health approach to achieving this goal. One such model is our proposed model, which utilizes ResNet-101 architecture in the core network. The proposed model is trained using magnetic resonance images (MRIs) of the brain and utilizes transfer learning to improve model performance. The ResNet-101 architecture enables the use of residual blocks and skips connections to address the vanishing gradient problem and improve model accuracy. A collection of 3060 brain MRI data is used to evaluate the suggested system and achieves an accuracy of 97% in classifying tumors. This methodology may increase the precision and effectiveness of brain cancer identification, aiding in early diagnosis and treatment.","PeriodicalId":407488,"journal":{"name":"2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127860538","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

An IoT Enabled Smart Wheelchair Solution for Physically Challenged People 面向残疾人的物联网智能轮椅解决方案

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157231

S. S, Sohil Sheth, Apoorva Kumar, Biswajit Dwivedy

{"title":"An IoT Enabled Smart Wheelchair Solution for Physically Challenged People","authors":"S. S, Sohil Sheth, Apoorva Kumar, Biswajit Dwivedy","doi":"10.1109/ViTECoN58111.2023.10157231","DOIUrl":"https://doi.org/10.1109/ViTECoN58111.2023.10157231","url":null,"abstract":"According to the World Health Organization, just 5 to 15% of the seventy million disabled individuals worldwide have access to wheelchairs. In today's world, the conventional wheelchair requires human effort and lacks various safety features, whereas with smart wheelchairs patients get the assistance they need to complete everyday chores without the aid of others. To overcome these limitations smart wheelchairs come into play. These are power wheelchair that has several sensors, andassistive technologies, and provides disabled people with free and secure mobility in most environments like in home, parks, and normal walking lanes. These wheelchairs are gradually becoming more popular and replacing regular wheelchairs. Nonetheless, they are expensive which prohibits a substantial number of disabled people from receiving services. An affordable smart wheelchair that employs cutting-edge parts and technology to offer plenty of features while reducing expenses is our goal. An outline of an affordable Smart Wheelchair is proposed here which is based on an 8051 micro-controller and the Internet of Things (IoT) technology that incorporates GPS and WiFi modules for sending alert messages during emergencies.","PeriodicalId":407488,"journal":{"name":"2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115369433","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

Cyber threat estimation and prevention using xgboost 使用xgboost的网络威胁估计和预防

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157276

P. Anand, P. Nandhini, J. J. Christy, K. Shiyamala

引用次数: 0

Realization of DTMOS based 6T SRAM cells and their performance analysis at 32nm technology node 基于DTMOS的6T SRAM单元的实现及其32nm技术节点的性能分析

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157250

Divesh, Jatin, Keshav, N. Pandey

引用次数: 0

Design and Testing of Vivaldi Antenna for UWB Applications 超宽带维瓦尔第天线的设计与测试

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157849

A. Singh, Tanishka Nair, Shivashish Roy, Ashish Srivastava, Vikrant Verma

引用次数: 0

Design of CMOS Low Noise Amplifier Using 180NM Current Conveyor 180NM电流输送CMOS低噪声放大器的设计

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157438

K. R. Dinakar, P. D. Reddy, B. Gowthami, S. K. Tripathi, Raju Patel

引用次数: 0