S. Prathibha, B. R, K. N. Nirmal Raja, Kirthiga M, S. M, Anitha Jebamani
{"title":"Navigating Alert for Visually Impaired Using Computer Vision Aided System","authors":"S. Prathibha, B. R, K. N. Nirmal Raja, Kirthiga M, S. M, Anitha Jebamani","doi":"10.1109/ICCCT53315.2021.9711816","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711816","url":null,"abstract":"Covid-19 pervaded the entire world very soon after the outbreak, and it is still present and people are still suffering. In a medically advanced world, where technology is futuristic, but the fact that the virus has still caused deaths of over 3 million people all over the world reportedly and over 180 million affected cases. While the governments of all countries have been trying their best to keep the situation in control, and as the virus continues to evolve and keeps evolving, various countries have been engaged in manufacturing vaccines and have even successfully produced them. The only thing left for us to do, is to, at the least, not catch the virus from other people who are already infected. And the way to do that is to practice social distancing. While it is not something normal people can't do, yet in actuality some don't do, for them it becomes more difficult to maintain such social distance when they are outside, on the streets because not everyone is going to practice social distancing, and it is not doable for them to know if someone is standing at a very close distance. The proposed mobile application is going to target this issue and help the visually impaired to maintain social distancing to keep themselves safe in this pandemic. This application will help resolve the issue for visually impaired people by detecting a person on behalf of them, so that they can become alert and do what is required. The main objective of proposed application is to help the visually impaired to maintain social distance without having to rely on other people for help or asking someone to accompany them wherever they go using OpenCV, Yolo v4 for human detection.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130771222","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}
S. Rahul, N. Kumar, R. Chitra, K. D. Ram, A. E. Sai, P. A. Shahina
{"title":"Development of Virtual Instrumentation System for Industrial Power Quality Analysis","authors":"S. Rahul, N. Kumar, R. Chitra, K. D. Ram, A. E. Sai, P. A. Shahina","doi":"10.1109/ICCCT53315.2021.9711836","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711836","url":null,"abstract":"Power Quality influences the working of utilities, mechanical units, creations, framework execution, client benefits and working expense. There is a steadily expanding need for power quality observing frameworks inferable from the developing number of disruptions in AC power frameworks. Hence, continuous sign identification and consonant examination are of incredible centrality to give power quality arrangements. Checking of power quality is fundamental to keep up the appropriate working of utilities, client administrations and hardware. In this study, a simple Power Quality Monitoring System is developed with the concept of Virtual Instrumentation utilizing LabView. The information preparation is accomplished utilizing LabView programming. A product application is made to permit the perusing of the records and handling them through the making of information tables and diagrams. The information got from the estimations by utilizing the interface made in LabVIEW, the normal hourly utilization, power factor, voltage and current waveforms and the parametric changes are plotted in graphical indicators. The product application develops the redid reports effortlessly of utilization and adaptability. Utilizing this application created in LabVIEW it can be possible to examine the quality of electrical power at the commercial user end.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133844328","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}
{"title":"Women's Safety with a Smart Foot Device","authors":"S. Pravinth Raja, S. Rachel, S. R","doi":"10.1109/ICCCT53315.2021.9711778","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711778","url":null,"abstract":"The goal of this article is to build a smart gadget that can help women who are feeling insecure and threatened. We put our effort to develop a Smart Foot Device with a view of Women's Safety. Every day, everywhere, young girls, ladies and other females of different societies fight to be safe and defend themselves from the incredibly disrespectful men's roving eye that molests assaults and abuses women's dignity. In General, the roads, public transport, and public place have become the hunter's dominance. A smart safety footwear aimed at womenfolk grounded on the Internet of Things was suggested because of these crimes happening in the current scenario. This is realized with the usage of a smart IoT device. This smart gadget can be fixed into the footwear well as it shall be activated invisibly. A button, a Microcontroller board, GPS, GSM, and a buzzer are all part of the smart wearable device. An alert is activated by tapping one foot behind the other thrice. This permits the GSM and GPS to direct a message to pre-configured numbers such as a guardian or police department. The findings were analyzed using a decision tree classifier, which revealed that this low-cost gadget had substantially greater reliability.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"175 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124302164","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}
M. Subramanian, S. Punithan, R. Karthikeyan, P. S. Sunil Kumar
{"title":"Digital Triplet of a Industrial Multistage Centrifugal Pump","authors":"M. Subramanian, S. Punithan, R. Karthikeyan, P. S. Sunil Kumar","doi":"10.1109/ICCCT53315.2021.9711888","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711888","url":null,"abstract":"As industries are increasing worldwide it is desired to combine existing technology with Machine Learning Features in order to enhance the functionality to higher cognitive level. Digital Twins places a major role in such an integration process to meet the requirement of industrial revolution. Digital Triplet is one such improvement of digital twin methodology which is obtained by introducing an intelligent activity layer, thereby meeting standard requirement of Industry 4.0. Many research activities are being carried out based on development, implementation and testing for involving the adopted technique in the industrial applications. This paper explains the classification model of combined ML and System Digital Twin. Also, a security feature was enabled by introducing a sensor value and machine status. Performance measures are carried out to test the advantages of ML module implemented and also real time applications of this process also validated.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"4 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128605712","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}
K. Renganathan, Vidyacharan Bhaskar, J. Vishnuvardhan
{"title":"Modeling and Evaluation of Cyber Physical System Using Petrinets","authors":"K. Renganathan, Vidyacharan Bhaskar, J. Vishnuvardhan","doi":"10.1109/ICCCT53315.2021.9711873","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711873","url":null,"abstract":"This paper main focuses on the design and development of techniques for evaluation typical Cyber Physical System (CPS) modelled using Petri nets. In this regard the system considered for the modelling and evaluation is the operation and working of a Batch Process in typical Industrial Chemical manufacturing unit. Based on the system considered the modelling and evaluation along with analysis is carried out. The analysis done here is an event based approach and hence it can be easily implemented in the real time system. Comparison of the results based on the evaluation & analysis are done and based on the same suitable inferences are obtained.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126095276","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}
M. Eswaran, C. J. Devi, B. Renukadevi, P. Rayavel, B. Varniha
{"title":"The Essential Technique for Farm Controlling Using Cloud-Based Wireless Communication IoT System","authors":"M. Eswaran, C. J. Devi, B. Renukadevi, P. Rayavel, B. Varniha","doi":"10.1109/ICCCT53315.2021.9711856","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711856","url":null,"abstract":"Agribusiness is the foundation of our nation. Nowadays, agriculturist face a load of issues in cultivating as they don't have a hint how much water is required for the plantation. Consequently, it prompts a circumstance where over watering of plantation makes over wetness in soil which eventually prompts development of parasitic pollution separated from this issue. The other fundamental issue looked by the agriculturist is that they need to check the farmland continuously to keep animals from entering the planation as it harms the yield. So as to take care of these sorts of issues we propose a capable brilliant farm checking framework, it is a cloud-based remote correspondence IOT framework that aides in lessening human arrangement by empowering manual or programmed observing of wetness level in the mud in this way preventing arrangement of parasitic disease, it likewise recognizes if there is a leak in the water supply. The MIT Application is a cloud-based wireless communication system to reduce the human intervention. In this Application soil moisture, IR, Ultrasonic sensors are used, the soil moisture sensor will automatically monitor the moisture level in the soil, by utilizing the sensor information it gives an answer for preventing the harm brought by animals going into the farm by giving warnings as soon the animals enter the farmland.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125125621","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}
R. Ranjana, T. Subha, Pravin Kumar P, Sneka L, V. S, J. N
{"title":"Integrated App for Farmers - Agreliance","authors":"R. Ranjana, T. Subha, Pravin Kumar P, Sneka L, V. S, J. N","doi":"10.1109/ICCCT53315.2021.9711776","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711776","url":null,"abstract":"In this contemporary world, the development of telecommunication technology is far beyond the human knowledge that allows people to stay connected who are detached thousands of miles away by the internet. An integrated mobile app is created in such a way that it enhances the life of farmers both in their financial and mental status. Telehealth care systems emerged as one of the best alternate remedies for treating people during this covid - 19 crises, By video conferencing technology, doctors are likely to treat farmers who are emotionally and mentally downhearted. Tata Communications - Confidential It is as effective as traditional way of counselling in person and it's a proven fact. Not only for farmers but also crops need some attention as it is prone to some diseases, to tackle that issue experts will be providing consultations to the farmers by pre - booking them. Economic growth is highly distressed due to global pandemic, so retailing farmers goods to consumers in online platforms would greatly increase the economic growth and reduce price despite the secondary agents. Loan facilities which are available around the location of the farmers are made aware to them, Thus it will greatly influence their basic survival in agriculture.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127523009","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}
M. Srivatsan, Abhishek Sathyanarayanan, M. K, G. Vadivu, Hsiu-Chun-Hsu
{"title":"Smart and Contactless Person Identification System in the COVID 19 Pandemic Process","authors":"M. Srivatsan, Abhishek Sathyanarayanan, M. K, G. Vadivu, Hsiu-Chun-Hsu","doi":"10.1109/ICCCT53315.2021.9711844","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711844","url":null,"abstract":"The Covid 19 Pandemic has had an impact on many aspects of our daily lives such as Restricting contact through touch, wearing masks, practicing social distancing, staying indoors which has led to change in our behaviors and prioritized the importance of safety hygiene. We travel to different places such as Schools, Colleges, Restaurants, offices, and Hospitals. How do we adapt to these changes and refrain from getting the virus? Luckily, we have the technology to aid us. We are all used to biometric systems for marking our Presence/ Attendance in places like colleges, Offices, and Schools with fingerprint sensors, fingerprint sensors use our Fingerprint to mark our presence however Covid 19 has restricted the use of touch causing problems in marking attendance. One way to resolve the problem is using Artificial Intelligence by using a Recognizer to identify people with their face and iris features. We implement the Face Recognition and the Iris Recognition using two models which run concurrently, one to Recognize the Face by extracting the features of the face and passing the 128-d points to the Neural Network (Mobile net and Resnet Architecture). which gives the identity of the person whose image was matched with the trained database and the other by extracting iris features to recognize people. For extracting iris features we use the Gabor filter to extract features from the eyes which are then matched in the database for recognition using 3 distance-based matching algorithms city block distance, Euclidean distance, and cosine distance which gives an accuracy of 88.19%, 84.95%, and 85.42% respectively. The face Recognizer model yields an Accuracy of 98%, while Iris Recognizer yields an accuracy of 88%. When these models run concurrently it yields an accuracy of 92.4%.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121880158","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}
J. Ramadevi, S. Pathur Nisha, S. Karunakaran, S. Hemavathi, Sankararao Majji, Anandaraj Shunmugam
{"title":"Machine Learning Techniques for the Energy and Performance Improvement in Network-on-Chip (NoC)","authors":"J. Ramadevi, S. Pathur Nisha, S. Karunakaran, S. Hemavathi, Sankararao Majji, Anandaraj Shunmugam","doi":"10.1109/ICCCT53315.2021.9711872","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711872","url":null,"abstract":"On resource-constrained embedded devices (e.g., Internet of Things nodes), deep neural network inference requires specialized architectural solutions to deliver the greatest possible performance, energy, and cost trade-offs. In this regard, a Network-on-Chip architecture with many parallel and specialized cores is one of the most promising (NoC). An architecture parameter that impacts deep neural networks' performance is the number and size of memory interfaces. Using these and other architectural criteria, we investigate the design space that can be created. We demonstrate how on-chip communication dominates delay while memory consumes the majority of energy. According to the findings, a new research area devoted to improving the performance and energy efficiency of on-chip communication fabrics and memory subsystems should be estavlished.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127949949","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}
{"title":"A Real-Time Face Mask Detection Using SSD and MobileNetV2","authors":"K. B., S. Gowri","doi":"10.1109/ICCCT53315.2021.9711784","DOIUrl":"https://doi.org/10.1109/ICCCT53315.2021.9711784","url":null,"abstract":"After a rapid spread of Coronavirus (COVID-19) in Wuhan-China in December 2019, the World Health Organization (WHO) confirmed that this was a dangerous virus that could spread from person to person through droplets and airborne contaminants. To prevent the spread of the Covid19, people should wear a mask during the epidemic. During this pandemic, it is becoming increasingly difficult to keep track of human beings the one who wears a mask as a usual practice or not. It will not solely depend on human efforts to keep track the whole world so there is a need to build software that automatically detects whether people in public places wearing a mask or not. Many new models are developed utilizing convolutional Neural Network to build a model as accurately as possible. The method proposed in this paper uses the ResNet model to obtain multiple faces with a single (SSD - Single Shot Multibox Detector) image using a network (model) and MobileNetV2 Architecture used as face mask detectors. This proposed model has 99% more accuracy than most other face recognition models. This mask detector model uses a dataset of hidden morphed masked images to obtain more accurate model. This system should be used in Real-time applications which require face mask discovery for protection purpose due to the sudden happening of Covid-19.","PeriodicalId":162171,"journal":{"name":"2021 4th International Conference on Computing and Communications Technologies (ICCCT)","volume":"68 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133685433","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}