2021 International Conference on Advanced Computer Applications (ACA)最新文献

A Special Design of Job Dropout Faces Detection and Recognition System (JDFDRs) 一种特殊设计的失业人脸检测与识别系统

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626784

Ahmed Abdullah Laklook, S. Khosroabadi, A. H. Al-Fatlawi

{"title":"A Special Design of Job Dropout Faces Detection and Recognition System (JDFDRs)","authors":"Ahmed Abdullah Laklook, S. Khosroabadi, A. H. Al-Fatlawi","doi":"10.1109/ACA52198.2021.9626784","DOIUrl":"https://doi.org/10.1109/ACA52198.2021.9626784","url":null,"abstract":"In today’s era of the technology-supported world, Computer Vision and Deep Learning are gaining immense importance in modern life and the contemporary world. The emergence of these techniques has led to the design of detection and recognition systems biometric for faces, allowing verification and identification of people. there is a correlation between these technologies, which represented in (face detection and recognition) and job dropout. Now, if we are talking about job discipline at the times of attendance and departure, then we are talking about a dangerous. “Job Dropout” is an intractable problem that must be placed on the list of priorities of all institutions even those that put fingerprint devices, and Eyes-print devices for entry and exit. With a lot of methods for circumvention, idleness, and escape from the job. This study provides a summary of to build a model for (JDFDRs) (Job Dropout Face Detection and Recognition system). with using the following categories (Location, Lighting, wearing glasses, Chin, and Masks) specified for the image, and with the help of a convolutional neural network (CNN), to classify such images with high resolution. It was implemented in Python using the (OpenCV) library in which the JDFDRs Dataset, which was created for the study privately. and excluding a few of those images with high noise and missing features. The results were classified were computed and the accuracy and error were calculated for the proposed model. and the model achieved a high accuracy of (99.4 percent) and an error rate (−6). This study suggests must the number of database photos increases, with as the increase in the image group increases, the accuracy of detection and recognition of those faces increases, and also work to link our proposed system to the Android system for phones.","PeriodicalId":337954,"journal":{"name":"2021 International Conference on Advanced Computer Applications (ACA)","volume":"517 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123102313","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

2D Animation: The Development of Animation Depression Awareness for University Students 二维动画:大学生动画抑郁意识的发展

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626805

Ooi Chuan Jie, W. Mustafa, S. Idrus, M. A. Jamlos, M. Wahab, A. Alkhayyat

{"title":"2D Animation: The Development of Animation Depression Awareness for University Students","authors":"Ooi Chuan Jie, W. Mustafa, S. Idrus, M. A. Jamlos, M. Wahab, A. Alkhayyat","doi":"10.1109/ACA52198.2021.9626805","DOIUrl":"https://doi.org/10.1109/ACA52198.2021.9626805","url":null,"abstract":"Depression is a mental illness that affects how a person thinks, feel, or act negatively. It has also been an issue to Malaysia as it could not only affect an individual, but also their friends, family or even the society. However, the awareness of public towards depression is still low especially when it comes to depression among university students. The lack of awareness could cause the patients to recover slower or having their illness worsen. A more interesting informational and awareness raising material compared with the one in text or audio form is needed to attract more audience understand this issue and raising their awareness towards depression among university students. The development of animation had been carried out successfully with core elements of analyse, design, development, implement and evaluation. The research involved ten respondents from UniMAP and Alpha test that involved a multimedia expert and a psychological expert. As a result, from the questionnaire given to the respondent and Alpha test, the product was able to let almost all the audience to learn about how to overcome depression and increase the awareness of depression among university students. In conclusion, the animation succeeds to achieve the objectives of the research and could be used as an informational and awareness raising material about depression.","PeriodicalId":337954,"journal":{"name":"2021 International Conference on Advanced Computer Applications (ACA)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121309734","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

Design and Enhancement of Localization System for Radio Frequency Emitters Based on DOA Techniques and Triangulation Centroid Algorithm 基于DOA技术和三角质心算法的射频发射器定位系统设计与改进

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626814

A. N. Abdullah, L. Abdul-Rahaim

{"title":"Design and Enhancement of Localization System for Radio Frequency Emitters Based on DOA Techniques and Triangulation Centroid Algorithm","authors":"A. N. Abdullah, L. Abdul-Rahaim","doi":"10.1109/ACA52198.2021.9626814","DOIUrl":"https://doi.org/10.1109/ACA52198.2021.9626814","url":null,"abstract":"Localization and Direction Finding (DF) of Radio Frequency (RF) emitters is an important field in wireless communication. It estimates the direction and distance using a set of algorithms to obtain the real target position. RF localization has significant applications, especially in security and military applications. A network of passive sensors called the DF nodes with a central processor configures RF source localization system. RF localization system principle based on estimation techniques by collecting the direction and measuring range at each DF node to achieve localization. This paper aims to simulate the design of a high-resolution RF localization system, which provides knowledge of the types of signals being emitted by the targets and the number of targets. The simulation of this system includes implementing TDOA and DOA algorithms with triangulation centroid algorithm by a group of connected DF nodes in single-source environments with fixed target positions. DF nodes passively sense the environment by looking for the target emissions using a Uniform Linear Array (ULA) with signal processing algorithm. The obtained results are taken from many test cases to evaluate the accuracy of the RF localization system. The results show that robust localization estimation with a sufficiently small error can be achieved.","PeriodicalId":337954,"journal":{"name":"2021 International Conference on Advanced Computer Applications (ACA)","volume":"143 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123576643","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

Double Modulus Function Defined χ3-Sequence Spaces 定义的双模函数χ3-序列空间

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626792

D. S. Abdul-Zahra, Alaa Mohammed Redha Abdulhasan, H. Judi, K. A. Mohammed

引用次数: 1

Another Certain Forms of Soft Compact and Soft Closed Spaces 软紧凑和软封闭空间的另一种形式

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626816

Alaa. M. F. AL. Jumaili, Aya Farhan

引用次数: 0

Detection and Moving Object Tracking in images using an improved Kallman Filter (KF) by an Invasive weed optimization algorithm 基于入侵杂草优化算法的改进卡尔曼滤波(KF)图像检测与运动目标跟踪

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626817

Abbas B. Sadkhan, Seyed Reza Talebiyan, N. Farzaneh

{"title":"Detection and Moving Object Tracking in images using an improved Kallman Filter (KF) by an Invasive weed optimization algorithm","authors":"Abbas B. Sadkhan, Seyed Reza Talebiyan, N. Farzaneh","doi":"10.1109/ACA52198.2021.9626817","DOIUrl":"https://doi.org/10.1109/ACA52198.2021.9626817","url":null,"abstract":"Nowadays, Moving Object Tracking in real time is a new paradigm that has a great impact on video surveillance to identify and track objects, and due to the constant change in the motion of the object and changing the size of the scene, obstruction, changes in appearance and changes in movement and brightness of one It is one of the important research fields and a very important task in the field of automated security automation monitoring systems. On the other hand, object tracking in a film is a matter of estimating positions and other related information about the movement of objects in the film’s visual sequences. The first step in such systems is to detect a moving object in the film. The second step is to track the detected object. In this paper, Moving Object Tracking is performed using the improved Kalman Filter (KF) method. The algorithm is successfully applied to standard video datasets. The Kalman Filter detects an object by assuming the initial state and estimating the sound covariance, and provides an efficient method for calculating the state estimation process by improving its initial parameters using the Invasive weed optimization (IWO) algorithm. Experimental results will be compared on MATLAB software and the proposed algorithm will be compared with the basic article algorithm in terms of performance and accuracy.","PeriodicalId":337954,"journal":{"name":"2021 International Conference on Advanced Computer Applications (ACA)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124133992","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

Systematic Study of Load Balancing in Fog Computing in IOT Healthcare system 物联网医疗系统雾计算负载均衡系统研究

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626813

Hayder Makki Shakir, J. Karimpour

{"title":"Systematic Study of Load Balancing in Fog Computing in IOT Healthcare system","authors":"Hayder Makki Shakir, J. Karimpour","doi":"10.1109/ACA52198.2021.9626813","DOIUrl":"https://doi.org/10.1109/ACA52198.2021.9626813","url":null,"abstract":"The role of technology is important in our daily lives in many areas, the most important of which is the health systems in hospitals, where technology has considerably contributed to reducing material and human wastes within the use of the Internet of Things with the technology load balancing of cloud nodes by transferring and saving the data generated from the sensors on the edges of the nodes. The data is encrypted using a light encryption algorithm and then transmitted to other servers, and this way helped make the health system more secure, increases the servers’ response speed, and reduces energy consumption, which saves time and reduces losses. This study included a complete and detailed survey of dozens of research papers published in international journals, and they are illustrated as follows:Firstly: 1,200 research articles in this field were studied and reviewed, and we selected approximately 30 related to the actual obstacles facing the system.Secondly: A study and survey of 500 scientific articles regarding the use of load balancing within the healthcare system took a sample from it, and ten articles were extracted that summarized as it comes from preceding studies and problems.","PeriodicalId":337954,"journal":{"name":"2021 International Conference on Advanced Computer Applications (ACA)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132670284","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

Iraqi Traffic Signs Detection Based On Yolov5 基于Yolov5的伊拉克交通标志检测

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626821

A. Aggar, A. Rahem, M. Zaiter

引用次数: 1

A support system for autistic children using Internet of Things technology 使用物联网技术的自闭症儿童支持系统

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626825

Noor M. Abdullah, A. Al-Allaf

{"title":"A support system for autistic children using Internet of Things technology","authors":"Noor M. Abdullah, A. Al-Allaf","doi":"10.1109/ACA52198.2021.9626825","DOIUrl":"https://doi.org/10.1109/ACA52198.2021.9626825","url":null,"abstract":"Children with Autism Spectrum Disorder (ASD) usually have difficulties expressing or controlling emotions, and they suffer from impaired eye contact and communication with others. The number of ASD patients is increasing worldwide, so there is a need for systems and means to help this group of patients.This paper introduces a prototype system of an IoT-based support system for ASD children. The system guides and monitors ASD children using a set of sensors linked to a modern Wi-Fi development kit called Particle Photon. The designed system also uses the Blynk platform (A hardware-agnostic IoT platform with mobile applications) to control and monitor the system sensors from the mobile device and communicate with parents or supervisors of the ASD child to alert them of any excessive and abnormal behavior by sending a notification or e-mail.In addition, the system contains a GPS unit to track the child’s location and to transmit the sensor data across the cloud to specialists and supervisors for analysis and study of the health status of ASD children. A calming unit (Arduino Uno, SD card, mini speaker) is added to the system to be used in the event of hypersensitivity or tension by emitting musical notes to calm the child until the parents arrive. All system units have been tested and validated.","PeriodicalId":337954,"journal":{"name":"2021 International Conference on Advanced Computer Applications (ACA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125042485","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

An Advance Vehicle Tracking System Based on Arduino Electronic Shields and Web Maps Browser 基于Arduino电子屏蔽和Web地图浏览器的先进车辆跟踪系统

2021 International Conference on Advanced Computer Applications (ACA) Pub Date : 2021-07-25 DOI: 10.1109/ACA52198.2021.9626826

Mustafa Sabah Taha, Abbasy Haddad, Nabeel Abdulrazaq Yaseen Alrashdi, Mohammed Hashim Mahdi, Hiyam N. Khalid, Qasim Jaber Yousif

{"title":"An Advance Vehicle Tracking System Based on Arduino Electronic Shields and Web Maps Browser","authors":"Mustafa Sabah Taha, Abbasy Haddad, Nabeel Abdulrazaq Yaseen Alrashdi, Mohammed Hashim Mahdi, Hiyam N. Khalid, Qasim Jaber Yousif","doi":"10.1109/ACA52198.2021.9626826","DOIUrl":"https://doi.org/10.1109/ACA52198.2021.9626826","url":null,"abstract":"Among various vehicle thefts, thieves steal vehicles to use them for terrorism, kidnapping, armed robberies, and other illegal operations. Therefore, the proposed study aimed to design and implement a vehicle tracking system that recognizes the vehicle’s locations for theft case detection. Accordingly, this paper focuses on identifying the vehicle’s location via GPS using the global system of mobile communications GSM. Throughout the vehicle tracking system, information on the vehicle’s sites is transmitted via general radio beam GPRS, which GSM possesses. Also, suggested system is equipped with ARDUINO (UNONO6M) controller and SIM800L modules as they are integrated with a GSM modem and GPS receiver. By the direction of vehicle motion via GPS, the vehicle’s global location is received from the satellites with the accuracy of (2.5m) to (3.5m) longitude and latitude coordinates. Then, all data are transferred by GPRS service to a remote server through TCP (Connection Protocol and Internet) to be viewed on multiple web maps that partially embedded in the web-based application. Surprisingly, in comparison to the previous works, the proposed system produces accurate results.","PeriodicalId":337954,"journal":{"name":"2021 International Conference on Advanced Computer Applications (ACA)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127045549","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