2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)最新文献

Brain Tumor Detection With Tumor Region Analysis Using Adaptive Thresholding And Morphological Operation 基于自适应阈值和形态学运算的肿瘤区域分析脑肿瘤检测

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628107

Bidhan Biswas, Hossain Shahid Soroardi, Mohammed J. Islam

{"title":"Brain Tumor Detection With Tumor Region Analysis Using Adaptive Thresholding And Morphological Operation","authors":"Bidhan Biswas, Hossain Shahid Soroardi, Mohammed J. Islam","doi":"10.1109/CEEICT.2018.8628107","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628107","url":null,"abstract":"Tumor in brain is life threatening but proper detection of tumor at early stage may save many lives. In our research, we have proposed an adaptive threshold value selection technique with morphological operation for the detection of brain tumor which is very much promising. Our proposed method can adapt with different kinds of intensity values of the pixels of MRI FLAIR image and can detect tumor efficiently. Initially we have detected the highest intensity value of the brightest region assuming as tumorous cell and also specify an intensity value which is covering maximum pixels assuming as healthy cells and their difference is also being calculated. If the difference between the maximum intensity value of the brightest region and the intensity value of any random pixel is in the range of the previous difference, then the pixel is detected as a member of tumor cell otherwise not. In this research, we have used BRATS 2013 and 2015 datasets with accuracy 95% and 89.78% respectively. As our datasets have ground truth value, we have examined our detected images with the ground truth images through the parameters centroid and area.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115214811","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 Effective Approach to Communicate with the Deaf and Mute People by Recognizing Characters of One-hand Bangla Sign Language Using Convolutional Neural-Network 基于卷积神经网络的单手孟加拉语手语识别与聋哑人交流的有效方法

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628158

Alfat Jahan Rony, Khairul Hossain Saikat, Mahdia Tanzeem, F. M. Rahat Hasan Robi

{"title":"An Effective Approach to Communicate with the Deaf and Mute People by Recognizing Characters of One-hand Bangla Sign Language Using Convolutional Neural-Network","authors":"Alfat Jahan Rony, Khairul Hossain Saikat, Mahdia Tanzeem, F. M. Rahat Hasan Robi","doi":"10.1109/CEEICT.2018.8628158","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628158","url":null,"abstract":"Sign language is one of the best communication medium for Deaf and Mute people who can not speak to others or hear from others. In most of the cases, the relatives or family members of Deaf and Mute person face difficulties to express their opinion and to communicate with them. Therefore, it is not easy to learn sign language for communicating with the Deaf and Mute individuals. Thus, an interpreter is essential to interact with deaf and mute people who can interpret hand gestures to characters and characters to hand gestures. However, the appointment of an expert interpreter for most of the families having deaf and mute members in a low incoming country like Bangladesh. Considering these issues, we propose a system in which all members in a family where deaf and mute family members exists can communicate easily and efficiently. In our proposed system, we have used convolutional neural-network to recognize hand gestures and classify the characters and vice versa. This recognition is so swift that an instant communication system can be developed in which continuous conversion becomes effortless.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123089431","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: 7

Accuracy Improvement of fNIRS based Motor Imagery Movement Classification by Standardized Common Spatial Pattern 基于标准化公共空间模式的fNIRS运动图像分类精度提高

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628061

Md Faisal Kabir, Sheikh Md. Rabiul Islam, Md. Asadur Rahman

{"title":"Accuracy Improvement of fNIRS based Motor Imagery Movement Classification by Standardized Common Spatial Pattern","authors":"Md Faisal Kabir, Sheikh Md. Rabiul Islam, Md. Asadur Rahman","doi":"10.1109/CEEICT.2018.8628061","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628061","url":null,"abstract":"Motor imagery event classification from functional near-infrared spectroscopy (fNIRS) is one of the most interesting problems of the current brain-computer interfaces (BCIs) challenges. Feature extraction from multiple channel fNIRS signal is always challenging due to its high dimensionality. To reduce the feature dimension, common spatial pattern (CSP) is an effective method. The present research work proposes an algorithm named by standardized common spatial pattern (SCSP) based filtering method for fNIRS based motor imagery classification. This work used both the conventional CSP method and the proposed SCSP method to extract the features from the fNIRS signal through spatial filtering. The results revealed that the proposed SCSP algorithm outperformed the conventional CSP method and channel-wise methods for classifying the two motor imagery event classifications. In addition, it can improve the classification accuracy up to 17% (in average) and 7%(in average) with respect to the channel-wise feature extraction method and conventional CSP algorithm, respectively.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117236094","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: 9

MoS2 Based TFET: Study on Channel Thickness Dependent Performance 基于二硫化钼的TFET:沟道厚度相关性能研究

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628156

Shakil Mahmud Boby, R. Islam

{"title":"MoS2 Based TFET: Study on Channel Thickness Dependent Performance","authors":"Shakil Mahmud Boby, R. Islam","doi":"10.1109/CEEICT.2018.8628156","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628156","url":null,"abstract":"The layered two-dimensional (2D) nanoelectronic devices have pulled in colossal consideration due to their magnificent switching features and tremendous on/off current ratios. We have proposed a double gate (DG) Molybdenum Disulfide (MoS2) basedn-type tunnel field effect transistor (TFET) that offers much lower subthreshold swing $(SS)$ compared to conventional MOS devices, which is considered as a supreme figure of merit in transistor performance. Since the channel thickness, that is, the number of MoS2 layer in the channel has a remarkable influence on the device performance; determination of optimum channel thickness (no. of MoS2 layer) is the main focus in the present study. In order to do so, a closed form analytical model for tunneling current and SS are used. In particular, the impact of channel length, screening length, oxide thickness, doping concentration and oxide dielectric strength are studied as a function of channel thickness to optimize the highest band-to-band tunneling (BTBT) current and lowest SS. The results obtained in the present study reveal that the 3.9nm channel thickness (6-layer) based device gives the highest on-current with respect to 0. 65nm/1.95nm(1-layer)/(3-Iayer) based devices, although 0.65nm channel thickness (1-layer) based device shows the lowest SS.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125676821","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 proposed approach for automatic supply of purified water along with bill generation in context of Bangladesh 在孟加拉国的背景下，拟议的纯净水自动供应和账单生成方法

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628129

Fariha Ahmed, N. Saha, Sanjida Nasreen Tumpa, Iffat Tamanna

引用次数: 1

Bangladesh Cricket Squad Prediction Using Statistical Data and Genetic Algorithm 利用统计数据和遗传算法预测孟加拉国板球队

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628076

Md. Jakir Hossain, M. Kashem, Md Saiful Islam, Marium E-Jannat

{"title":"Bangladesh Cricket Squad Prediction Using Statistical Data and Genetic Algorithm","authors":"Md. Jakir Hossain, M. Kashem, Md Saiful Islam, Marium E-Jannat","doi":"10.1109/CEEICT.2018.8628076","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628076","url":null,"abstract":"Cricket is the most popular game in Bangladesh and has become an inseparable part of our culture. This game is played between two teams where every team has 11 players. Each of these players has a different role, such as Batsman, Bowler, All-rounder and Wicket keeper. People of Bangladesh are very concern about the national cricket squad before any match or any series. Besides these perfect squad and combination selection is needed to win any cricket match or any series. In this article a model is proposed to select an optimal cricket squad using statistical data and genetic algorithm. The last 2 years performance of all Bangladeshi players in national league and international matches is considered to predict each player performance and select top 30 players using statistical data. Then genetic algorithm is applied on these 30 players to predict final Bangladeshi national cricket squad of 14 members. The predicted squad in this proposed model is only valid for one day international(ODI) match. But this model is generic and with proper data t20 and test squad will also be predicted.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129859962","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: 6

Structural and electronic properties of sublimated graphene on silicon carbide: A First Principle study 碳化硅上升华石墨烯的结构和电子特性:第一性原理研究

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628153

Asmaul Smitha Rashid, M. S. Islam

{"title":"Structural and electronic properties of sublimated graphene on silicon carbide: A First Principle study","authors":"Asmaul Smitha Rashid, M. S. Islam","doi":"10.1109/CEEICT.2018.8628153","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628153","url":null,"abstract":"Graphene grown on silicon carbide by Si sublimation is a promising technique where large scale graphene production is possible. Work on sublimated graphene is largely circled around the production technique having a lack study of its inner electronic properties. In this paper a comparative investigation of different properties of sublimated graphene on silicon carbide is performed using Density Functional Theory first principle calculations. For analyzing practical growth condition and properties one atom vacancy defect and N doping is also included in the sublimated graphene layer. Band structure and density of states have been calculated for all three structures including Van der Waals interactions. Difference in band gap from $(100 sim 130)$ meV at dirac point have been observed for each structure. Comparison of Density of States provides significant prove of its dependency on carrier concentration when 6.67 dopant is added. Charge density have been calculated to have better insight on structural characteristics. These investigation of properties provides significant promises for practical use of graphene in device fabrications.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129876642","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

Recommendation System for Bangla News Article with Anaphora Resolution 带回指消解的孟加拉语新闻文章推荐系统

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628075

Kazi Wohiduzzaman, Sabir Ismail

{"title":"Recommendation System for Bangla News Article with Anaphora Resolution","authors":"Kazi Wohiduzzaman, Sabir Ismail","doi":"10.1109/CEEICT.2018.8628075","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628075","url":null,"abstract":"This paper represents an efficient approach for Bangla News Recommendation. In traditional Bangla news recommendation system, recommend news from the different newspapers of the same day. Actually, they contain the same news just from different sources. From the user's view, it is more desired if users get to know more diverse information on the same news. In this paper, we have represented a noble approach for recommending news on the same topic with more diverse information. At first, we have done news clustering; it is an automatic learning technique aimed to create clusters that are coherent internally, but substantially different from each other. In this approach, we have used anaphora resolution to increase the keywords frequency. We build an automatic word tagger for anaphora resolution, which can tag all nouns and pronouns with five different criteria (Number, Person, Status, Gender, and POS). Next we have counted document wise unique words to calculate tf-Idf algorithm with cosine similarity to make the recommendation. Finally, we have done three different modified technique of reverse hierarchical clustering on the same cluster to identify more distinct news which is related to the same subject.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"237 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114751977","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: 4

Development Of a Smart Medical Prescription Service Model 智慧医疗处方服务模式的开发

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628071

Bijoya Lala, S. Naher, M. A. Mahmood, Md. Murshadul Hoque

{"title":"Development Of a Smart Medical Prescription Service Model","authors":"Bijoya Lala, S. Naher, M. A. Mahmood, Md. Murshadul Hoque","doi":"10.1109/CEEICT.2018.8628071","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628071","url":null,"abstract":"This paper proposes a smart medical prescription service (SMPS) model with the development of a cloud-based database management and control service systems to benefit both doctors and patients. The SMPS system is established in a website-based platform with MySQL database system that maintains a central health service database where all the information, records and reports of patients are saved against a patient’s unique code number. In this system, doctors can check patient’s details, advice for medical tests, prescribe medicine, and any recommendation, the patient can access it for prescription details using own access method, and diagnostic centers update and upload patient’s test reports on time. So all things related to the patient’s prescription and diagnostic services can be seen and served accordingly and smartly. Furthermore, the pharmacy view feature is added for searching desire medicine available to the located pharmacy with price and specifications that leads to a better option for exploring the drug and lessens their sufferings. This system might be a good replacement of conventional system with modern facilities in present and future hospital and clinic.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121694891","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

Chittagong University Teachers' Bus Tracking System Using Smartphone Application 吉大港大学教师巴士追踪系统的智能手机应用

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628098

M. Alamgir, I. Jahan, N. Aktar, Anika Nowshin Ramisa

{"title":"Chittagong University Teachers' Bus Tracking System Using Smartphone Application","authors":"M. Alamgir, I. Jahan, N. Aktar, Anika Nowshin Ramisa","doi":"10.1109/CEEICT.2018.8628098","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628098","url":null,"abstract":"Implementation of a real-time bus tracking system in Chittagong University (CU) is proposed and developed to keep monitoring the teachers' buses and to provide the information of buses to the teachers via android application (app) in a more efficient manner. The idea behind is, there is no such tracking system in CU. Moreover, some limitations arise with the present existing tracking systems in the universe-need hardware maintenance in the GSM/GPRS module that is expensive also, use conventional MySQL database that updates data within few seconds etc. Concerning these limitations, the developed system uses two smartphone applications for transmitting and receiving information using Firebase, an online server with real-time database updating data within few milliseconds that makes the system faster than others. The In-vehicle app receives latitude and longitude values from the satellite and transmits them to the firebase. Firebase updates the data continuously and transmits to the user app. A user can get the information of current location address, distance from any bus stop and time to reach a specific destination of the bus through the User app. Hence, the developed tracking system provides more economical, velocious and user-friendly environment to the users.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131463098","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: 3