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2019 International Conference on Computational Intelligence in Data Science (ICCIDS)最新文献

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Smart Eye for Visually Impaired-An aid to help the blind people 视障人士智能眼-一种帮助盲人的辅助设备
2019 International Conference on Computational Intelligence in Data Science (ICCIDS) Pub Date : 2019-02-01 DOI: 10.1109/ICCIDS.2019.8862066
I. Joe Louis Paul, S. Sasirekha, S. Mohanavalli, C. Jayashree, P. Moohana Priya, K. Monika
{"title":"Smart Eye for Visually Impaired-An aid to help the blind people","authors":"I. Joe Louis Paul, S. Sasirekha, S. Mohanavalli, C. Jayashree, P. Moohana Priya, K. Monika","doi":"10.1109/ICCIDS.2019.8862066","DOIUrl":"https://doi.org/10.1109/ICCIDS.2019.8862066","url":null,"abstract":"This paper presents an idea of developing a smart system which can assist the visually impaired people in their daily activities. Actually, there are many challenges faced by visually impaired people. In most cases, they require constant support in almost all scenarios especially in their day to day activities. Some of the major challenges include difficulty in moving from one place to another without the assistance of someone. Other challenges include difficulty in recognizing people, detecting obstacles, etc. In order to count avert this situation, we propose a “smart eye system” in this work. The device is a voice enabled system that would direct the visually challenged person in their day to day works. The device combines the various available technologies and integrates them into a single multipurpose device that can be used by the visually impaired. The paper discusses about the design of such a system and the challenges involved in designing the device.","PeriodicalId":196915,"journal":{"name":"2019 International Conference on Computational Intelligence in Data Science (ICCIDS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128981593","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: 28
Real-Time Recognition of Indian Sign Language 印度手语的实时识别
2019 International Conference on Computational Intelligence in Data Science (ICCIDS) Pub Date : 2019-02-01 DOI: 10.1109/ICCIDS.2019.8862125
H. Muthu Mariappan, V. Gomathi
{"title":"Real-Time Recognition of Indian Sign Language","authors":"H. Muthu Mariappan, V. Gomathi","doi":"10.1109/ICCIDS.2019.8862125","DOIUrl":"https://doi.org/10.1109/ICCIDS.2019.8862125","url":null,"abstract":"The real-time sign language recognition system is developed for recognising the gestures of Indian Sign Language (ISL). Generally, sign languages consist of hand gestures and facial expressions. For recognising the signs, the Regions of Interest (ROI) are identified and tracked using the skin segmentation feature of OpenCV. The training and prediction of hand gestures are performed by applying fuzzy c-means clustering machine learning algorithm. The gesture recognition has many applications such as gesture controlled robots and automated homes, game control, Human-Computer Interaction (HCI) and sign language interpretation. The proposed system is used to recognize the real-time signs. Hence it is very much useful for hearing and speech impaired people to communicate with normal people.","PeriodicalId":196915,"journal":{"name":"2019 International Conference on Computational Intelligence in Data Science (ICCIDS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117313429","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: 49
ICCIDS 2019 Schedule ICCIDS 2019时间表
2019 International Conference on Computational Intelligence in Data Science (ICCIDS) Pub Date : 2019-02-01 DOI: 10.1109/iccids.2019.8862094
{"title":"ICCIDS 2019 Schedule","authors":"","doi":"10.1109/iccids.2019.8862094","DOIUrl":"https://doi.org/10.1109/iccids.2019.8862094","url":null,"abstract":"","PeriodicalId":196915,"journal":{"name":"2019 International Conference on Computational Intelligence in Data Science (ICCIDS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132772724","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
Autonomous Driving System with Road Sign Recognition using Convolutional Neural Networks 基于卷积神经网络的道路标志识别自动驾驶系统
2019 International Conference on Computational Intelligence in Data Science (ICCIDS) Pub Date : 2019-02-01 DOI: 10.1109/ICCIDS.2019.8862152
V. Swaminathan, Shrey Arora, R. Bansal, R. Rajalakshmi
{"title":"Autonomous Driving System with Road Sign Recognition using Convolutional Neural Networks","authors":"V. Swaminathan, Shrey Arora, R. Bansal, R. Rajalakshmi","doi":"10.1109/ICCIDS.2019.8862152","DOIUrl":"https://doi.org/10.1109/ICCIDS.2019.8862152","url":null,"abstract":"According to statistics, most road accidents take place due to lack of response time to instant traffic events. With the self-driving cars, this problem can be addressed by implementing automated systems to detect these traffic events. To design such recognition system in self-driving automated cars, it is important to monitor and manoeuvre through real-time traffic events. This involves correctly identifying the traffic signs that can be faced by an automated vehicle, classifying them, and responding to them. In this paper, an attempt is made to design such system, by applying image recognition to capture traffic signs, classify them correctly using Convolutional Neural Network, and respond to it in real-time through an Arduino controlled autonomous car. To study the performance of this road sign recognition system, various experiments were conducted using Belgium Traffic Signs dataset and an accuracy of 83.7% has been achieved by this approach.","PeriodicalId":196915,"journal":{"name":"2019 International Conference on Computational Intelligence in Data Science (ICCIDS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125800472","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: 15
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