2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)最新文献_第9页

Fitness Industry Propelling on IoT 健身产业推动物联网

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047540

Sagrika Goswami, Abhishek Dubey

引用次数: 0

Novel Use of Deep Convolution Architecture Pre-Trained on Surface Crack Dataset to Localize and Segment Wrist Bone Fractures 基于表面裂纹数据集预训练的深度卷积结构在腕骨骨折定位和分割中的应用

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047826

Deepa Joshi, T. Singh

{"title":"Novel Use of Deep Convolution Architecture Pre-Trained on Surface Crack Dataset to Localize and Segment Wrist Bone Fractures","authors":"Deepa Joshi, T. Singh","doi":"10.1109/SMART55829.2022.10047826","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10047826","url":null,"abstract":"In this day and age, X-rays are the principal instruments for assessing suspected fractures in humans. Expert radiologists are required to suspect the fractures by manually inspecting them, which is a time-consuming process. Automatic detection is beneficial, especially in under-resourced areas where scarce resources and experienced radiologists are observed. Wrist Fracture Dataset (WFD) and Surface Crack Dataset (SCD) were developed to detect and segment wrist bone fractures automatically. The number of wrist fracture images obtained from the Indian hospitals is 315, having 733 annotations/cracks, which is insufficient to produce accurate results using deep learning techniques. As a result, we included SCD for improved model generalization. WFD consists of 3,000 images collected by capturing the minute cracks from road, pavement, and walls, which has similar patterns as the bone fracture cracks. The proposed architecture is a modified version of mask-RCNN architecture where the surface crack dataset's weights are transferred to the wrist X-ray dataset for better model convergence. The results obtained from the modification done at the sub-architecture level (levels 1 and 2) are examined. Combining the modifications proposed at level 1 and level 2, we have obtained improved results against the standard mask-RCNN model for the wrist fracture dataset. We achieved an average precision of 92.278% and 79.003% for fracture detection and 77.445 and 52.156% for fracture segmentation on 50 0 and 75 0 scales, respectively.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130075407","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

Analysis of Agricultural Toolset based on Artificial Intelligence 基于人工智能的农业工具集分析

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047391

Yashi Bajpai, Madhavi Srivastva, T. Singh, Vineet Kumar Chauhan, Diwakar Upadhyay, Abhishek Dixit

{"title":"Analysis of Agricultural Toolset based on Artificial Intelligence","authors":"Yashi Bajpai, Madhavi Srivastva, T. Singh, Vineet Kumar Chauhan, Diwakar Upadhyay, Abhishek Dixit","doi":"10.1109/SMART55829.2022.10047391","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10047391","url":null,"abstract":"One of the industries that are most crucial to humanity is agriculture. Agriculture mechanization is the major issue facing all countries today. As the world's population is expanding at an incredibly fast rate, there is an increasing demand for food. To fulfill the expanding demand, farmers will need to apply chemical pesticides more often than they already do. The soil is harmed by this. The land continues to be unproductive and barren as a result of this having a substantial influence on agricultural activities. Several mechanization strategies, including deep learning, machine learning, and artificial intelligence, are covered in this article. It is crucial to use new technologies at various stages of the agro-based supply chain due to several long-term challenges for the agricultural industry and various factors, such as population growth, global warming, technological advancement, and the condition of environmental assets (water, etc.). Examples include automated farm equipment processes, the use of sensing devices and satellite data for distant locations, artificial intelligence, and machine learning for forecasting weather patterns. Crop diseases, inadequate storage management, chemical usage, weed control, insufficient irrigation, and poor water management are just a few problems the agricultural sector is facing. Using the range of strategies covered, each of these problems might be handled. It has been demonstrated that automating farming procedures increases soil productivity and improves soil fertility. To get a quick overview of how automation is currently being used in agriculture, this paper examines the work of numerous researchers. In the current study, we highlight the key uses of AI and Ml techniques in farming and highlight the undeniably rising trend in the implementation of these techniques to advance the agriculture sector.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134009999","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

ML based with Decision Tree Method for Classifying The Breast Cancer Level 基于决策树方法的ML乳腺癌分级

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047004

Divya Paikaray, G. Jethava

引用次数: 0

Advanced IoT Home Automation using ThingSpeak and Google Assistant IoT Platform 使用ThingSpeak和Google Assistant物联网平台的高级物联网家庭自动化

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047017

P. Tyagi, Rajesh Singh, M. Kalyan Chakravarthi, Prabhdeep Singh, A. P., Ch. Raghava Prasad

引用次数: 0

An Intensive Analysis of Recent Trends of Block Chain Technology in the Role of Development in the Healthcare Sector 区块链技术在医疗保健行业发展中的作用的最新趋势的深入分析

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047286

Merin Thomas, V. Karunakaran

{"title":"An Intensive Analysis of Recent Trends of Block Chain Technology in the Role of Development in the Healthcare Sector","authors":"Merin Thomas, V. Karunakaran","doi":"10.1109/SMART55829.2022.10047286","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10047286","url":null,"abstract":"The efficacy of the block chain will be examined in this report to provide more context. Here, the synchronisation of records' information depending on several treatment layers will be shown. This study tries to give succinct overview of the block chain and how it influences an extensive literature assessment on the subject. To apply a fundamental concept of block - chain, pros and cons of block chain technology in the healthcare field will be shown. Utilizing block chain technology, many problems in medical groups may be avoided by comprehending incorporated components. We have seen quality standards processes in the healthcare industry as a result of block chain technology. The literature component of it will outline the whole healthcare and its operations. It may be concluded that block chain technology is seen as a realistic objective in the medical field by performing a thorough evaluation of publications and magazines that have undergone evaluation. Some of the biggest goals for blockchain in the health care field are reportedly accountability and accountability. This essay will provide priceless insights on the subject that will alter how people see block chain technology. in general. The apparent originality of this subject will be discussed for further evaluation, which will link readers to helpful sources. This study will demonstrate how health care workers may look at many facets of information infrastructure based on block chains. For the purpose of supporting the methodology selected for this research paper, a survey will be conducted.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122500828","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

Autonomous Military Robot using IoT for Covert Operations and Multiutility Computing 使用物联网进行隐蔽行动和多用途计算的自主军事机器人

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047025

Anshuman Singh, Jagdeep Kaur Walia

{"title":"Autonomous Military Robot using IoT for Covert Operations and Multiutility Computing","authors":"Anshuman Singh, Jagdeep Kaur Walia","doi":"10.1109/SMART55829.2022.10047025","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10047025","url":null,"abstract":"Scientists are now intrigued by top, and the growth in human requirements has inspired both scientists and students to create new automated technologies. This essay may aid in understanding how the field of autonomous car technology is evolving. Their performance and usability have improved as a result of technological advancements and updates. The interaction between the autonomous vehicles or equipment is the most important necessity. Additionally, the Indian government is focusing a significant amount of money on military development. This research focuses on a connection mechanism between a wireless router bot that is perfect to the point that connecting does not provide a challenge. To do this, transceivers for data connection linking the games console to the car would have been set up on the Raspberry Binding protein relays (bot). Wi-fi connectors will serve as transmitting transmitters or extensions in this program to increase the connection and range of a far-off car. With using this connection, the robot could quickly send data to the patient's computer so that biometrics can be used to record a live broadcast. This project makes advantage of cutting-edge studies on types of networks and interconnection methods in IOT devices. The transmission method increases the chatbot's interaction with the user by deploying more relay bots, ensures that data transmission is untraceable, and widens the range of remote connections. Barriers and any suspicious behavior may be quickly recognized and reported to the military facility using the current algorithms.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"1123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122940069","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

Blockchain-Based Secure Mengers Authentication for Industrial IoT 基于区块链的工业物联网安全门格斯认证

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10046934

Shashidhar Sonnad, M. Awasthy, Kantilal Rane, Moon Banerjee, D. Buddhi, Bhasker Pant

{"title":"Blockchain-Based Secure Mengers Authentication for Industrial IoT","authors":"Shashidhar Sonnad, M. Awasthy, Kantilal Rane, Moon Banerjee, D. Buddhi, Bhasker Pant","doi":"10.1109/SMART55829.2022.10046934","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10046934","url":null,"abstract":"The Industrial Internet of Things (I-IoT) is positioned as one of the most evolutionarily potential techniques for enhancing the production environment, logistics, and production in industrial settings. While a production method is more complicated, it is necessary to give a full operational IoT where equipment from various environments, such as mobility, plan to operate on the same job, ensuring more security and confidentiality for equipment when communicating. Some popular something which result in third-party secure and address the main management challenges. As a result, security and confidentiality need more attention since they are still a problem. In this study, Menger's identification with block chain assistance is a brand-new and effective security method that is expected to build trust across diverse domains. Security is implemented here via the authorization process. Gadget privacy is maintained by the mengers verification system, which also achieves unit identification across linked devices. The distribution of keys among the linked parties is still subject to negotiation via the appropriate channels for communication. Here, MATLAB is used for the simulation, and the results demonstrate superior results during the authorization process.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127673111","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

Duality of Graph and Its Application in Electric Circuit 图的对偶性及其在电路中的应用

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047073

P. Kumar, A. Saxena, Gopal Kumar Gupta, Kamesh Kumar

引用次数: 0

Performance Analysis of Median Filter in Comparison with Gabor Filter for Skin Cancer MRI Images Based on PSNR and MSE 基于PSNR和MSE的中值滤波与Gabor滤波对皮肤癌MRI图像的性能分析

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047499

S. Likhitha, R. Baskar

引用次数: 0