Australian Journal of Engineering and Innovative Technology最新文献_第4页

A Qualitative Survey on Deep Learning Based Deep fake Video Creation and Detection Method 基于深度学习的深度假视频制作与检测方法的定性研究

Australian Journal of Engineering and Innovative Technology Pub Date : 2022-02-02 DOI: 10.34104/ajeit.022.013026

Ashifur Rahman, Mazharul Islam, Mohasina Jannat Moon, Tahera Tasnim, Nipo Siddique, Md., Shahiduzzaman, Samsuddin Ahmed

{"title":"A Qualitative Survey on Deep Learning Based Deep fake Video Creation and Detection Method","authors":"Ashifur Rahman, Mazharul Islam, Mohasina Jannat Moon, Tahera Tasnim, Nipo Siddique, Md., Shahiduzzaman, Samsuddin Ahmed","doi":"10.34104/ajeit.022.013026","DOIUrl":"https://doi.org/10.34104/ajeit.022.013026","url":null,"abstract":"The rapid growth of Deep Learning (DL) based applications is taking place in this modern world. Deep Learning is used to solve so many critical problems such as big data analysis, computer vision, and human brain interfacing. The advancement of deep learning can also causes some national and some international threats to privacy, democracy, and national security. Deepfake videos are growing so fast having an impact on political, social, and personal life. Deepfake videos use artificial intelligence and can appear very convincing, even to a trained eye. Often obscene videos are made using deepfakes which tarnishes people's reputation. Deepfakes are a general public concern, thus it's important to develop methods to detect them. This survey paper includes a survey of deepfake creation algorithms and, more crucially we added some approaches of deepfake detection that proposed by researchers to date. Here we go over the problems, trends in the field, and future directions for deepfake technology in detail. This paper gives a complete overview of deepfake approaches and supports the implementation of novel and more reliable methods to cope with the highly complicated deepfakes by studying the background of deepfakes and state-of-the-art deepfake detection methods.","PeriodicalId":375342,"journal":{"name":"Australian Journal of Engineering and Innovative Technology","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129254537","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

Design and Simulation of a Hybrid Microgrid System for Remote Areas of Kuakata, Bangladesh 孟加拉Kuakata偏远地区混合微电网系统的设计与仿真

Australian Journal of Engineering and Innovative Technology Pub Date : 2022-01-29 DOI: 10.34104/ajeit.022.008012

Md. Rubel Ali Biswash, Md. Moniruzzaman, Md. Sarowar Hossain Chowdhury, Dipasri Saha, Md., Motasim Billah, Al Helal, S. Hasan

引用次数: 0

Hydrokinetic Turbine Technology and Its Prospect in Bangladesh: A Review 孟加拉国水动力涡轮技术及其发展前景综述

Australian Journal of Engineering and Innovative Technology Pub Date : 2022-01-24 DOI: 10.34104/ajeit.022.01007

Md. Moniruzzaman, Md. Sarowar Hossain Chowdhury, Dipasri Saha, Motasim Billah, Al Helal, Rubel Ali Biswash

引用次数: 0

A Study on the Carbonation Rate of Concrete Exposed in Different Climatic Conditions 不同气候条件下混凝土碳化率的研究

Australian Journal of Engineering and Innovative Technology Pub Date : 2021-12-19 DOI: 10.34104/ajeit.021.01280136

Inamullah Inam, Mohammad Khalid Nasiry, Mirwais Sediqmal, Mohammad Nasir Wahdat, Ibadurrahman, Momand

{"title":"A Study on the Carbonation Rate of Concrete Exposed in Different Climatic Conditions","authors":"Inamullah Inam, Mohammad Khalid Nasiry, Mirwais Sediqmal, Mohammad Nasir Wahdat, Ibadurrahman, Momand","doi":"10.34104/ajeit.021.01280136","DOIUrl":"https://doi.org/10.34104/ajeit.021.01280136","url":null,"abstract":"Recently, the degradation of concrete has become a serious problem worldwide and one of the principle factors of degradation is the carbonation process. It is well established that environmental conditions affect the carbonation progress of concrete among the most important factors that can greatly affect the carbonation resistance of concrete are relative humidity (RH) and temperature. Carbonation has become a threat to concrete structures, especially in urban and industrial areas. Thus, it is necessary to have a proper design to maintain the structure's stability against degradation caused by carbonation. Therefore, this study was conducted to evaluate the effects of different environmental and climatic conditions on the carbonation rate of concrete. The specimens were prepared using OPC and fly ash (FA). After 28 days of air curing, specimens were exposed to different climate conditions under sheltered and un-sheltered conditions. The carbonation tests were conducted at the ages of 6 and 12 months. It was found that the carbonation rates were significantly influenced by the climate and environmental conditions; the specimens exposed to a relatively dry environment and low annual precipitations have shown higher carbonation during one-year exposure. Moreover, in unsheltered conditions, the annual precipitation significantly affects the carbonation rate of concrete. Furthermore, it was observed that a 20% replacement of FA does not enhance the carbonation resistance of concrete.","PeriodicalId":375342,"journal":{"name":"Australian Journal of Engineering and Innovative Technology","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133530702","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: 2

A Survey on an Intelligent System for Persons with Visual Disabilities 视障人士智能系统的研究进展

Australian Journal of Engineering and Innovative Technology Pub Date : 2021-11-04 DOI: 10.34104/ajeit.021.0970118

Md. Khaled Hassan, Md. Rakibul Hassan, M. M. T. Ahmed, Md. Sayeed Ahmed Sabbir, Md., Sabbir Ahmed, M. Biswas

{"title":"A Survey on an Intelligent System for Persons with Visual Disabilities","authors":"Md. Khaled Hassan, Md. Rakibul Hassan, M. M. T. Ahmed, Md. Sayeed Ahmed Sabbir, Md., Sabbir Ahmed, M. Biswas","doi":"10.34104/ajeit.021.0970118","DOIUrl":"https://doi.org/10.34104/ajeit.021.0970118","url":null,"abstract":"According to the World Health Organization (WHO), At least 2.2 billion individuals worldwide have near or far vision impairment out of 7.9 billion populations. In at least 1 billion cases, or about half of them, vision impairment might have been prevented or is currently untreated. The primary causes of vision impairment and loss are uncorrected errors and eye disorders. The majority of persons over the age of Fifty have visual impairment or blindness. Visual impairment or visual misfortunes are two terms that might be used to describe visual handicaps. This impairment makes it difficult for them to go about their daily activities such as shopping, strolling, mingling, and driving. The white stick is regarded as a symbol of opportunity, liberty, and security. In this paper, we attempted to discuss a comprehensive study of all the equipment and systems related to the simplification of visually impaired people's daily lives. Those devices can be portable or wearable or could be a system to detect objects. The emphasis was on the striking characteristics of that equipment, as well as the analysis was conducted predicated on a few variables such as power usage, mass, economics, and client. The aim was always to lay the groundwork for future researchers in the area by developing a handheld device or an efficient algorithm to protect visually impaired people.","PeriodicalId":375342,"journal":{"name":"Australian Journal of Engineering and Innovative Technology","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115768441","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

Design and Development of an Automatic Prototype Smart Irrigation Model 自动智能灌溉样机的设计与开发

Australian Journal of Engineering and Innovative Technology Pub Date : 2021-10-24 DOI: 10.34104/ajeit.021.01190127

M. Mamun, M. J. A. Soeb, Md. Suruj Mia, Md. Raisul Islam Rabbi, Md. Nurul Azmir

{"title":"Design and Development of an Automatic Prototype Smart Irrigation Model","authors":"M. Mamun, M. J. A. Soeb, Md. Suruj Mia, Md. Raisul Islam Rabbi, Md. Nurul Azmir","doi":"10.34104/ajeit.021.01190127","DOIUrl":"https://doi.org/10.34104/ajeit.021.01190127","url":null,"abstract":"In the current condition, it is difficult to increase plant development and reduce expenses in agricultural sectors; nevertheless, an advanced thought leads to the use of an automated model that introduces automation in the irrigation system, which can aid in improved water and human resources management. An automated model has been developed using sensors and microcontroller technology, to make the most efficient use of water supply for irrigation. A soil moisture content detector is inserted into the soil of the crops, and an ultrasonic sensor is placed above the soil of the crops to measure the water level after irrigation has begun. A C++ program with threshold values for the moisture sensor was used to start the system in the crop field depending on the soil moisture level, and an ultrasonic sensor was used to control the water in the crop field. The Arduino UNO board is a microcontroller inbuilt of Atmel in the mega AVR family (ATMega328) and the sensors were used to lead the model in turning ON/OFF. A microcontroller was included in this model to run the program by receiving sensor input signals and converting them to soil water content and water level values in the crop field. The microcontroller began by receiving input values, which resulted in an output instructing the relay to turn on the groundwater pump. An LCD screen has also been interfaced with the microcontroller to show the percentage of moisture in the soil, field water level, and pump condition. When the soil moisture level reaches 99 percent and the water level reaches 6 cm after 2.5 and 4 minutes, respectively, the pump is turned off. This model, according to the study, might save water, time, and reduce human effort.","PeriodicalId":375342,"journal":{"name":"Australian Journal of Engineering and Innovative Technology","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129955306","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: 5

Design and Development of a Wireless Robotic System for Radiation Detection and Measurement 无线辐射探测与测量机器人系统的设计与开发

Australian Journal of Engineering and Innovative Technology Pub Date : 2021-07-31 DOI: 10.34104/ajeit.021.057063

引用次数: 2

Comparing Pure Stock Portfolio with Stock and Crypto-currency mixed Portfolio through LSTM to Compare & Analyze Investment Opportunities for Portfolio Performance Measurement 通过LSTM比较纯股票投资组合与股票和加密货币混合投资组合，比较分析投资机会，以衡量投资组合的绩效

Australian Journal of Engineering and Innovative Technology Pub Date : 2021-06-29 DOI: 10.34104/ajeit.021.045056

Hasan M Sami, S. Arifuzzaman

引用次数: 3

Big Data Analysis using BigQuery on Cloud Computing Platform 云计算平台上使用BigQuery进行大数据分析

Australian Journal of Engineering and Innovative Technology Pub Date : 2021-01-27 DOI: 10.34104/ajeit.021.0109

Md. Husen Ali, Md. Sarwar Hosain, Md. Anwar Hossain

{"title":"Big Data Analysis using BigQuery on Cloud Computing Platform","authors":"Md. Husen Ali, Md. Sarwar Hosain, Md. Anwar Hossain","doi":"10.34104/ajeit.021.0109","DOIUrl":"https://doi.org/10.34104/ajeit.021.0109","url":null,"abstract":"End the age of digitalization, data generated from numerous online and offline sources in every second. The Data are having a considerable amount of size and several properties termed as Bigdata. It is challenging to store, manage processes, analyze, visualize, and extract useful information from Bigdata using traditional approaches in local machines. To resolve this cloud computing platform is the solution. Cloud computing has high-level processing units, storage, and applications that do not depend on user devices' performance. Many users can access resources and demanded services remotely from the cloud on a pay-as-use basis. That is why users are not needed to buy and install costly resources locally. Some cloud services providers are Google, AWS, IBM, and Microsoft, and they have their Bigdata analyzing robust systems and products in a cost-efficient manner. There are many Cloud Service Providers (CSP's) having different services of Bigdata analyzing filed. However, we discuss in the paper about an excellent service BigQuery in the Data warehouse product of Google to analyze and represent numerous samples of datasets in real-time for making the right decisions within a short time.","PeriodicalId":375342,"journal":{"name":"Australian Journal of Engineering and Innovative Technology","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121697696","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

Design and Development of Low-Cost Solar Electricity Generation System with Heliostat to Ensure the Optimum Uses of Rated Capacity of Solar Cells 具有定日镜的低成本太阳能发电系统的设计与开发，以确保太阳能电池额定容量的最佳利用

Australian Journal of Engineering and Innovative Technology Pub Date : 2020-12-03 DOI: 10.34104/ajeit.020.01130116

Md. Rakibul Hasan, K. Rahman, Md. Bodhroddoza Shohag

{"title":"Design and Development of Low-Cost Solar Electricity Generation System with Heliostat to Ensure the Optimum Uses of Rated Capacity of Solar Cells","authors":"Md. Rakibul Hasan, K. Rahman, Md. Bodhroddoza Shohag","doi":"10.34104/ajeit.020.01130116","DOIUrl":"https://doi.org/10.34104/ajeit.020.01130116","url":null,"abstract":"Almost all solar electricity generation systems are now operated with flat plate solar panels. These flat plate solar panels have a lot of expensive collector area although still deliver only low-grade temperature which is a boundless problem for assuring the optimum uses of the rated capacity of solar panels. Using heliostats can reduce this problem significantly. Heliostats consist of a single or a set of mirrors that track the sun’s position and reflect the sun rays into a central receiving point. With the movement of the sun, these mirrors are adjusted accordingly to track the sun to ensure the highest amount of sunlight reflected onto the same collection point. The system is cheaper than any other solar tracking system presently used in our country. This paper describes an improved design of a solar electricity generation system having a capacity of 1Wp with heliostats on an experimental basis. It will also demonstrate a comparison of a generation of a 1Wp solar system with and without heliostats. Successful outcomes of this experiment will lead us to implement the heliostats-based tracking system into the large-scale solar electricity generation systems.","PeriodicalId":375342,"journal":{"name":"Australian Journal of Engineering and Innovative Technology","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132026345","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