2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)最新文献_第4页

A Hybrid of Shallow and Deep Learning for Odor Classification Based on Adaptive Boosting 基于自适应增强的浅深度混合学习气味分类

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068552

Boonyawee Grodniyomchai, K. Chalapat, Kulsawasd Jitkajornwanich, S. Jaiyen

引用次数: 1

Classification of Pathological Signs for Diabetic Retinopathy Diagnosis using Image Enhancement Technique and Convolution Neural Network 基于图像增强技术和卷积神经网络的糖尿病视网膜病变病理征象分类

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068538

Abdul Hafiz Abu Samah, F. Ahmad, M. K. Osman, M. Idris, N. M. Tahir, Nor Azimah Abd. Aziz

{"title":"Classification of Pathological Signs for Diabetic Retinopathy Diagnosis using Image Enhancement Technique and Convolution Neural Network","authors":"Abdul Hafiz Abu Samah, F. Ahmad, M. K. Osman, M. Idris, N. M. Tahir, Nor Azimah Abd. Aziz","doi":"10.1109/ICCSCE47578.2019.9068538","DOIUrl":"https://doi.org/10.1109/ICCSCE47578.2019.9068538","url":null,"abstract":"Diagnosis of diabetic retinopathy (DR) involves visual examination of retinal images by ophthalmologist to detect pathological signs such as exudate, haemorrhage (HEM) and microaneurysm (MA). This process is conducted manually, therefore it is time-consuming and subjected to human error. This paper develops an automatic and intelligent machine learning algorithm for the detection of diabetic retinopathy (DR) in fundus image. It involves image enhancement and classification of pathological signs using convolution neural network (CNN) for the DR pathological signs classification. In the image enhancement process, high-pass filter and histogram equalization are applied to improve visual quality of fundus images. A five layers CNN architecture is implemented to classify the three pathological signs; exudate, HEM and MA. Two dataset, DIARETDB1 and e-Ophtha are used to evaluate the performance of the system. Simulation results using enhanced DR images show significant improvement in classification accuracy compared to those images without enhancement for both datasets.","PeriodicalId":221890,"journal":{"name":"2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126889291","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

The Current State of an Information Technology Maintenance Department in a University Context: Challenges and Recommendations 高校信息技术维护部门的现状:挑战与建议

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068537

Amir Saif, I. Umar

引用次数: 1

A 3D Ultrasound Model of Red Blood Cell Aggregation 红细胞聚集的三维超声模型

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068589

Kenyan Wu, Zerong Liao

{"title":"A 3D Ultrasound Model of Red Blood Cell Aggregation","authors":"Kenyan Wu, Zerong Liao","doi":"10.1109/ICCSCE47578.2019.9068589","DOIUrl":"https://doi.org/10.1109/ICCSCE47578.2019.9068589","url":null,"abstract":"An ultrasonic simulation method of erythrocyte aggregation with different levels in the blood is presented in this paper. Gamma distribution and Gaussian distribution are used simultaneity. A set of 3D ultrasound phantoms based on Gamma distribution gamma distributions is built to be implemented from the random to clustered scatterer distributions by adjusting the shape parameter $alpha$ and scale parameter $beta$ and the parameters of normal distribution. In the simulation study, firstly, Matlab platform is used to establish the geometric model, and the shape parameters $alpha$ of gamma distribution are set as 1, 0.5, 0.1, 0.05, 0.02, 0.01, respectively. Secondly, the ultrasonic echo radio-frequency (RF) signals of each scattering model are obtained by the Field II software, and the echo envelope signals are calculated by the Nakagami distribution parameters. To verify the effectiveness and feasibility of the simulation model, in vitro experiments are carried out with the hematocrit levels of 40%. Six degrees of RBC aggregation suspension samples are acquired by diluting plasma concentration, and the plasma concentrations (the ratio of plasma to PBS-Plasma solutions) are 0%, 15%, 30%, 45%, 60%, 75%, respectively. The echoed ultrasound RF signals and their B-model images are obtained by using a 40-MHz linear array transducer in vitro experiments. Finally, Nakagami parameters $m$ and $Omega$ of the backscattered RF signals of simulation experiments and in vitro experiments are calculated and compared. And the relative error of the normalized Nakagami $m$ and $Omega$ between simulation and in vitro experiments are 0.00, 0.0050, 0.0003, 0.0019, 0.0026, 0.0050 and 0.00, 0.0795, 0.0054, 0.0715, 0.0241, 0.0832, respectively.","PeriodicalId":221890,"journal":{"name":"2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126605236","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

[Copyright notice] (版权)

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/iccsce47578.2019.9068579

引用次数: 0

Children Security and Tracking System Using Bluetooth and GPS Technology 使用蓝牙和GPS技术的儿童安全与跟踪系统

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068542

Mohammad Zulhafiz Md Isa, M. Jamil, T. Ibrahim, M. Ahmad, Nur Adilah Abd Rahman, M. N. Adon

{"title":"Children Security and Tracking System Using Bluetooth and GPS Technology","authors":"Mohammad Zulhafiz Md Isa, M. Jamil, T. Ibrahim, M. Ahmad, Nur Adilah Abd Rahman, M. N. Adon","doi":"10.1109/ICCSCE47578.2019.9068542","DOIUrl":"https://doi.org/10.1109/ICCSCE47578.2019.9068542","url":null,"abstract":"Recently, news of missing children often been reported. Most parents will bring along their kid during shopping and travelling. There are also several unsolved cases especially on missing children cases due to the parents are unaware of the time of the disappearance of their child. Today's enhancement of sophisticated developing technology, to countermeasure this child missing cases, a child-tracking system is developed to help parents monitor their children in public places. This device uses the alarm technique. It will trigger when the Bluetooth connection is disconnected and the GPS application is used to track the location of the child whose wearing this device. The child detector device has 2 main units which is for parents and children. The child's units function as a transmitter that transmits a GPS signal, while the parent's units will receive the signal which will determine the position and distance of their child using their own smartphone. This child detector technology will contribute to child safety so that parents will feel more secure to let their kid out in public.","PeriodicalId":221890,"journal":{"name":"2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115643611","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

Lip Expressions Based Control via Image Processing 基于图像处理的唇形表情控制

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068544

T. N. A. T. Rozli, S. Z. Yahaya, M. K. Osman, F. Ahmad, M. D. A. Hassan, R. Boudville

{"title":"Lip Expressions Based Control via Image Processing","authors":"T. N. A. T. Rozli, S. Z. Yahaya, M. K. Osman, F. Ahmad, M. D. A. Hassan, R. Boudville","doi":"10.1109/ICCSCE47578.2019.9068544","DOIUrl":"https://doi.org/10.1109/ICCSCE47578.2019.9068544","url":null,"abstract":"This paper presents an image processing technique to identify lip expressions in producing control instructions. The purpose is to assist patients suffering from Tetraplegia especially in their mobility by providing alternative ways of controlling devices. In this work, motorized wheelchairs are used as the studied mobility device. Some of the methods used in motorized wheelchair do give user difficulties as they need extra effort in controlling the device. Thus, this project aimed to study, design and implement an image processing technique to differentiate four different lips expressions. The classified four different lip expressions will then be used as instructions for forward, turn right, turn left and stop movements of motorized wheelchairs. A technique of morphological processing is applied to the image of the face in order to extract the lips region. The obtained region is then calculated for several parameters. The parameters classification is done using Artificial Neural Network (ANN) to determine the category of lips expressions. In the performance analysis, the developed technique is proven to successfully classify the lips expressions into the categories and produce appropriate instructions for the use in motorized wheelchair control.","PeriodicalId":221890,"journal":{"name":"2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123287073","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

Real-Time Optimal Trajectory Correction (ROTC) for Autonomous Quadrotor 自主四旋翼飞行器实时最优轨迹修正(ROTC)

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068597

N. A. Razak, R. Adnan, N. M. Thamrin, N. K. Mun, J. Johari

{"title":"Real-Time Optimal Trajectory Correction (ROTC) for Autonomous Quadrotor","authors":"N. A. Razak, R. Adnan, N. M. Thamrin, N. K. Mun, J. Johari","doi":"10.1109/ICCSCE47578.2019.9068597","DOIUrl":"https://doi.org/10.1109/ICCSCE47578.2019.9068597","url":null,"abstract":"This research proposes a new algorithm known as Real-Time Optimal Trajectory Correction. The algorithm works if the quadrotor undergoes a deviation, an admissible trajectory path is generated for the quadrotor rapidly return on the straight-line route. There are two stages implicated in the algorithm. The first stage comprises a deviation scheme used to sense a deviation and formulates a vector. The second stage focuses on using the vector to generate a path via a Hermite interpolation technique integrated with time and tangent transformation schemes. A Dead Reckoning navigation technique is employed to steer the quadrotor on the path. The scheme and algorithm have experimented in low, moderate and high categories of deviation acceleration via a customized quadrotor. Comparative performance of quadrotor navigation integrated with and without the algorithm are carried out. The parameters evaluated are focused on distance and time utilized by the quadrotor to return on the route after a deviation happened. The results signify fewer distances and time are consumed by the quadrotor navigation with the algorithm to return to the route after a deviation happened as compared to its navigation without it. Conclusively, the results show the designed algorithm is relevant to assist the quadrotor autonomous navigation in a windy environment.","PeriodicalId":221890,"journal":{"name":"2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129584037","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

Virtual Process Using LabVIEW in Combination with Modbus TCP for Fieldbus Control System 结合Modbus TCP的LabVIEW虚拟进程现场总线控制系统

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068540

S. Mangkalajan, W. Koodtalang, T. Sangsuwan, Noppadol Pudchuen

引用次数: 1

Opposition based Spiral Dynamic Algorithm with an Application to a PID Control of a Flexible Manipulator 基于对差的螺旋动态算法及其在柔性机械臂PID控制中的应用

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2019-11-01 DOI: 10.1109/ICCSCE47578.2019.9068556

A. Razak, A. Nasir, M. Jusof, Shuhairie Mohammad, Nurul Amira Mhd Rizal

{"title":"Opposition based Spiral Dynamic Algorithm with an Application to a PID Control of a Flexible Manipulator","authors":"A. Razak, A. Nasir, M. Jusof, Shuhairie Mohammad, Nurul Amira Mhd Rizal","doi":"10.1109/ICCSCE47578.2019.9068556","DOIUrl":"https://doi.org/10.1109/ICCSCE47578.2019.9068556","url":null,"abstract":"This paper presents an improved version of a Spiral Dynamic Algorithm (SDA). The original SDA is a relatively simple optimization algorithm. It uses a spiral strategy to move search agents within the feasible search space. However, SDA suffers from a premature convergence due to an unbalanced diversification and intensification throughout its search operation. Hence, the algorithm unable to acquire an optimal accuracy solution. An Opposition learning is adopted into SDA to improve the searching strategy of the SDA agents. Therefore in the proposed strategy, a random and a deterministic approaches are synergized and complement each other. The algorithm is tested on several benchmark functions in comparison to the original SDA. A statistical nonparametric Wilcoxon sign rank test is conducted to analyze the accuracy achievement of both algorithms. For solving a real world application, the algorithms are applied to optimize a PID controller for a flexible manipulator system. Result of the test on the benchmark functions shows that the Opposition based SDA outperformed the SDA significantly. For solving the PID control design, both algorithms acquire PID parameters and hence can control the flexible manipulator very well. However, the proposed algorithm shows a better control response.","PeriodicalId":221890,"journal":{"name":"2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128997570","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