2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)最新文献

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An Efficient High Throughput Block Chain Specification 一个高效的高吞吐量区块链规范
V. Sharmila, P. S. Lakshmi, M. Karthikeyan, G. Kavitha, A. Sivakumar
{"title":"An Efficient High Throughput Block Chain Specification","authors":"V. Sharmila, P. S. Lakshmi, M. Karthikeyan, G. Kavitha, A. Sivakumar","doi":"10.1109/ICESC57686.2023.10193677","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193677","url":null,"abstract":"Blockchain was thought of as a revolutionary platform with implementation potential in diverse industries. Thus, different blockchain networks have been implemented to analyze their utility in multiple scenarios. In this article, a comprehensive assessment of blockchain efficiency by classifying all the solutions into two broad categories; an empirical study and computational modeling is conducted. The latest methodological blockchain approach includes benchmarking, testing, experimental research and then modeling. It is comparatively tested for stochastic models of computational modeling which is used to test the efficiency of conventional blockchain consensus algorithms. By contrasting, comparing, and grouping the various approaches together, significant parameters can be used to choose the most effective measurement technology to maximize blockchain device performance based on the detection of the bottlenecks. Finally, the proposed approach lists suggested recommendations for possible inquiries.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123812950","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
Designing a User-Friendly and Responsive AI based Image Generation Website and Performing Diversity Assessment of the Generated Images 设计一个用户友好和响应的基于人工智能的图像生成网站,并对生成的图像进行多样性评估
Harshil T. Kanakia, Suraj Nair
{"title":"Designing a User-Friendly and Responsive AI based Image Generation Website and Performing Diversity Assessment of the Generated Images","authors":"Harshil T. Kanakia, Suraj Nair","doi":"10.1109/ICESC57686.2023.10193269","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193269","url":null,"abstract":"This research paper presents a website that leverages the power of the Image GPT engine for image generation. The website allows users to input a textual prompt and generate a corresponding image using Image GPT’s natural language processing and machine learning capabilities. The paper details the architecture of the website, the Image GPT API integration, and the algorithms used for image generation. Additionally, we present the results and evaluate its quality and discuss potential applications of this technology in various industries such as advertising, art and design. We also discuss how the performance of image generation can be potentially improved. Overall, the website demonstrates the potential of combining natural language processing and machine learning for image generation and opens up new avenues for future research in this field.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126736056","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
IoT-Enabled Optimised Sensor-based System for Monitoring Grain Storage 基于物联网的优化传感器系统用于监测粮食储存
Shafi Shaik, Leela Ratnasree M, M. K, P. M, Kalyan B, Humera Begum
{"title":"IoT-Enabled Optimised Sensor-based System for Monitoring Grain Storage","authors":"Shafi Shaik, Leela Ratnasree M, M. K, P. M, Kalyan B, Humera Begum","doi":"10.1109/ICESC57686.2023.10193067","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193067","url":null,"abstract":"In the recent past, most of the countries started developing the technologies to improve safety of food storage, as almost one-third of the food grains are wasted due to storage losses worldwide. On the other side, in India nearly 20% of food grains are lost every year and is majorly due to environmental conditions, like floods, heavy rains and lack of well-equipped infrastructure for packing, transportation, storing of grains. So, food is getting wasted from its production to consumption. To overcome this, an IoT (Internet of Things) -enabled optimized sensor-based system for monitoring grain storage is proposed. Here, the proposed system is focused to reduce food wastage during storage phase. The proposed model includes smart sensing devices to sense various parameters like humidity, temperature, CO2 (Carbon Dioxide), and fire/smoke. All the values of these sensors are collected from Arduino controller and stored in a cloud server through GSM (Global System for Mobile Communication) module. The parameters are then compared with threshold values for any abnormality in the storage place. If there is a change in any of the parameter then a controlled action will be initiated and an alert message will be sent to linked mobile numbers. In addition, proposed model consists of a fan to control humidity and temperature before necessary action being taken.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126866956","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
Brain Tumor Prediction from EEG Signal using Machine Learning Algorithm 基于机器学习算法的脑电波信号预测脑肿瘤
C. Jamunadevi, J. Bharanitharan, S. Deepa, T. J. P. Antony
{"title":"Brain Tumor Prediction from EEG Signal using Machine Learning Algorithm","authors":"C. Jamunadevi, J. Bharanitharan, S. Deepa, T. J. P. Antony","doi":"10.1109/ICESC57686.2023.10193098","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193098","url":null,"abstract":"Brain tumors are a type of cancerous growth that occurs in the brain tissue. It can develop in any part of the brain and can be either malignant or benign. Brain tumors can cause a range of symptoms such as headaches. seizures. difficulty speaking, vision problems, and cognitive impairment [1]. An early and precise diagnosis of a brain tumor is crucial for the effective administration of the remedy. Brain tumors can start outside the brain and spread there, or it can start inside the brain and grow there. Headaches, nausea, and balance issues are some of the indications and symptoms that the tumor can produce as it spreads because it puts pressure on the surrounding brain tissue and alters how it functions. Early tumor detection minimizes the need for surgery and other forms of treatment, improving the prognosis for many patients. The development of new technologies that improve neurosurgery’s success rate and avoid problems is still ongoing today. Magnetic resonance imaging (MRr) is one of the most often utilized procedures for analyzing pictures of brain tumors [6]. EEG signal is used in the suggested method to forecast brain tumors. SVM is used by this system to forecast brain tumors. When compared to other methods, the accuracy rate of the SVM (support vector machine) approach was shown to be higher.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117345919","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
Hybrid Deep Learning Techniques for Glaucoma detection 青光眼检测的混合深度学习技术
C. Priyanka, S. Pooja
{"title":"Hybrid Deep Learning Techniques for Glaucoma detection","authors":"C. Priyanka, S. Pooja","doi":"10.1109/ICESC57686.2023.10193355","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193355","url":null,"abstract":"In today’s world, glaucoma ranks high among the ocular conditions that often results in visual loss. There is currently no test that can reliably and specifically diagnose glaucoma on its own. Nonetheless, it has been speculated in earlier research if anatomical features of the optical whim-whams might predict glaucomatous damage. This research provides the public with a dataset that includes health data and fundus prints from the same case’s both eyes. Furthermore, this study has performed segmentations of the optical slice and cup, as well as patient labelling based on the analysis of clinical data. To distinguish between those who are healthy and those who have glaucoma, a neural network was tested on the dataset. ResNet-50 is used to classify various cases using both the linked data from each case’s two eyes as well as data from each eye individually. The results provide the required steps to further research on fast glaucoma diagnosis predicated on parallel screening among both eyes for a single subject.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127420144","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
Cloud Computing and its Emerging Trends on Big Data Analytics 云计算及其在大数据分析中的新兴趋势
Shikher Thakur, S. K. Jha
{"title":"Cloud Computing and its Emerging Trends on Big Data Analytics","authors":"Shikher Thakur, S. K. Jha","doi":"10.1109/ICESC57686.2023.10193144","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193144","url":null,"abstract":"Cloud computing and big data analytics are two rapidly growing fields in technology industry. The way that organizations store, handle, and analyze their data has been changed by cloud computing. Big Data Analytics has become an essential part of utilizing the potential of cloud computing as a result of the growing volume and complexity of data. This research study explores the emerging trends in big data analytics within the context of cloud computing and examines the fundamentals of cloud computing and how it has altered the field of big data analytics. This study analyzes the effects of different developing cloud computing technologies on big data analytics, including serverless computing, multi -cloud computing, and edge computing. This study also discusses about the opportunities and problems associated with using cloud computing for big data analytics, such as security, scalability, and cost effectiveness. At the end of the seminar, participants will have a thorough understanding of how cloud computing and Big Data Analytics relate to one another as well as knowledge of the most recent developments in this quickly developing sector.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129074480","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
Virtual Mouse with hand gestures using AI 虚拟鼠标与手势使用人工智能
Sk. Jilani Basha, L.S.L. Sowmya, Sk. Rumiya, Sk. Afroz
{"title":"Virtual Mouse with hand gestures using AI","authors":"Sk. Jilani Basha, L.S.L. Sowmya, Sk. Rumiya, Sk. Afroz","doi":"10.1109/ICESC57686.2023.10193709","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193709","url":null,"abstract":"This research presents a novel system to control a mouse using hand gestures. Traditional mouse controls require the user to use a physical device, such as a trackpad or a mouse. By using hand gestures, the user can interact with the virtual mouse in a more natural manner. The proposed system uses hand tracking techniques to capture and track hand gestures, and uses a set of customizable rules to interpret them into actions. Without using a hardware mouse, the computer can be operated remotely based on hand gestures and can perform left-click and right-click operations. It is based on artificial intelligence for detecting the hands. So, the usage of this virtual mouse will reduce the rapid spread of corona virus by reducing the human-computer interaction.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132269698","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
GPS/GSM based School Bus Boarding-Deboarding and Location Notifying System 基于GPS/GSM的校车上下车及位置通知系统
Ashwini Sawant, Pooja Narayanan, Omkar Mourya, Sarthak Adhangale, Gaurang Kedare
{"title":"GPS/GSM based School Bus Boarding-Deboarding and Location Notifying System","authors":"Ashwini Sawant, Pooja Narayanan, Omkar Mourya, Sarthak Adhangale, Gaurang Kedare","doi":"10.1109/ICESC57686.2023.10193226","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193226","url":null,"abstract":"In many nations, school buses are viewed as effortless options for parents to send their children to their schools. However, nowadays, parents are distressed regarding their wards because of more incidents of students going missing. In certain situations, for the school bus to arrive, pupils may have to wait for a prolonged period. Waiting for school buses to drop off/pick up the children in the morning and then in the afternoon is a waste of time, even for parents, peculiarly with the congestion at peak hours. Certain technologies are available that are employed to guarantee the security of the students, yet they fall short of providing parents with efficient services. The proposed work describes the design of a Bus Boarding-Deboarding and Location Notifying System, capable of yielding effective services by providing the amenity to track the bus location using cutting-edge technologies like Global Positioning System (GPS) tracking and Radio Frequency Identification (RFID). The suggested system uses RFID, GPS, and GSM technologies to track pupils within a school bus. Through short messaging services, parents may stay updated on their child’s boarding/deboarding status, as well as monitor the bus route and estimate its arrival time. Safe and convenient school buses can cut back on the usage of private cars and eventually alleviate traffic congestion in cities, particularly during school hours. The suggested intelligent and secured tracking system for school buses allows parents to keep track of all buses.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132280252","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
Intelligent System for Early Diagnosis of Skin Cancer using Bilinear CNN and Soft Attention Approach 基于双线性CNN和软注意方法的智能皮肤癌早期诊断系统
A. Pundir, Md. Abul Ala Walid, P. Adivarekar, A. Gopi, V. Malathy, Dr. Kamlesh Singh
{"title":"Intelligent System for Early Diagnosis of Skin Cancer using Bilinear CNN and Soft Attention Approach","authors":"A. Pundir, Md. Abul Ala Walid, P. Adivarekar, A. Gopi, V. Malathy, Dr. Kamlesh Singh","doi":"10.1109/ICESC57686.2023.10193223","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193223","url":null,"abstract":"Skin cancer is becoming the leading cause of death in the Western world. Although sun exposure is a major risk factor for the development of skin cancer, this malignant neoplasm can appear anywhere in the body’s skin. When detected early, most cases of skin cancer can be treated successfully. Skin cancer is fatal if not caught and treated quickly. New tools allow for the first-stage detection of skin cancer. The biopsies are the official method of skin cancer diagnosis. This is accomplished by scraping out a small amount of skin and sending it off to the lab for analysis. It takes a lot of effort and time. The suggested skin cancer detection method makes use of BilinearCNN-SA to identify malignant moles at an early stage. Patients benefit more from it. Preprocessing steps in the diagnostic approach include various elements like noise removal, grayscale conversion, and image enhancement. Once the data has been cleaned up, they apply Otsu segmentation. The ABCD Rule is used for feature extraction. The BilinearCNN-SA Model is then used to make the final classification. When compared to convolutional neural network and support vector machine models, the proposed method fares very well.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130652506","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
A Novel Sensor based Water Quality Monitoring System using Internet of Things (IoT) 一种基于传感器的物联网水质监测系统
S.Saravanan, B. Prakash, Navya Guntuku, D. Kumar, C. Akshaya, P. Chinna, D. Goud
{"title":"A Novel Sensor based Water Quality Monitoring System using Internet of Things (IoT)","authors":"S.Saravanan, B. Prakash, Navya Guntuku, D. Kumar, C. Akshaya, P. Chinna, D. Goud","doi":"10.1109/ICESC57686.2023.10193597","DOIUrl":"https://doi.org/10.1109/ICESC57686.2023.10193597","url":null,"abstract":"As drinking water becomes more and more contaminated and polluted; it poses one of the greatest risks today. The diseases that could be transmitted by the contaminated water to humans and animals have an effect on the ecosystem’s life cycle. Early detection of water contamination enables proper action to be taken and harmful situations to be avoided. To guarantee the provision of pure water, real-time monitoring of the water’s quality is required. The need for intelligent solutions for monitoring water contamination is growing as sensors, connectivity, and Internet of Things (IoT) technology develop. This research study deals with an in-depth examination of current advancements in the field of intelligent water pollution monitoring systems. An IoT-based smart water quality monitoring system that continuously monitors the quality parameters is recommended by the research as being both affordable and efficient. The built-in model is tested using water samples, and the parameters are transferred to the cloud server to be processed further.","PeriodicalId":235381,"journal":{"name":"2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC)","volume":"56 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116572303","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
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