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Breast Cancer Histological Images Nuclei Segmentation using Mask Regional Convolutional Neural Network 基于掩模区域卷积神经网络的乳腺癌组织图像核分割
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9383186
F. Khan, M. N. Mohd, Muhammad Danial Khan, Susama Bagchi
{"title":"Breast Cancer Histological Images Nuclei Segmentation using Mask Regional Convolutional Neural Network","authors":"F. Khan, M. N. Mohd, Muhammad Danial Khan, Susama Bagchi","doi":"10.1109/SCOReD50371.2020.9383186","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9383186","url":null,"abstract":"the breast cancer cases have increased globally, in the last two decades. Analysis of histological images acquired through biopsy of the breast tissues is thought to be the most reliable way to assess if any cells show signs of malignancy. With the advent of deep neural networks, we are now able to diagnose the disease with near perfect accuracy instead of conventional techniques of mammography for breast cancer detection; however, work done in this area considers nuclei segmentation. This work is focussed on extending the applicability of deep learning technology where network is trained to perform segmentation and classify data as one of the four classes: normal, benign, in-situ and invasive. The classification accuracy achieved is 98.16% and the segmentation accuracy calculated using overlap coefficient from mean intersection over union is 86.39% on the ICIAR2018 Breast Cancer dataset.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130462459","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
Compact self-Isolated MIMO antenna system with low mutual coupling for 5G mobile applications 5G移动应用低互耦的紧凑型自隔离MIMO天线系统
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250998
Fayad Ghawbar, A. Jumadi, H. Majid, F. A. Saparudin, A. S. Ghafar, B. A. F. Esmail
{"title":"Compact self-Isolated MIMO antenna system with low mutual coupling for 5G mobile applications","authors":"Fayad Ghawbar, A. Jumadi, H. Majid, F. A. Saparudin, A. S. Ghafar, B. A. F. Esmail","doi":"10.1109/SCOReD50371.2020.9250998","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9250998","url":null,"abstract":"In this paper, a compact self-isolated 4-antenna multiple-input-multiple-output (MIMO) is proposed for the fifth-generation (5G) mobile applications. The proposed design is composed of inverted U-shaped, feeding element T-shaped, two circular-ring radiators and two stubs aligned together in a specified location based on the distance of L2 and H2. The compact size reduction introduced in this design is due to the alignment of the circular-rings with the vertical stubs and the microstrip line feeding. The proposed compact size of the selfisolated 4-antenna MIMO system offers very good isolation without using any decoupling techniques, indicated by the transmission coefficients which reach above -30 dB for S12, S32, S34 and S23 for λ/4 and reaches above -20 dB for λ/14. Besides, the result values for reflection coefficients display significant performance reaches above -50 dB for λ/4 and -38 dB for λ/14 which indicates the good performance of the compact MIMO antennas, despite varying the distance and despite its arrangement on a high loss FR-4 dielectric substrate. The MIMO antenna offers significant features to be used in 5G mobile applications","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130492586","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
Preliminary Results of Hand Rehabilitation for Post Stroke Patient using Leap Motion-based Virtual Reality 基于跳跃运动的虚拟现实技术在脑卒中患者手部康复中的初步应用
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250985
Nurul Fatin Rakib, N. Mahmood, N. Ramli, N. A. Zakaria, M. A. A. Razak
{"title":"Preliminary Results of Hand Rehabilitation for Post Stroke Patient using Leap Motion-based Virtual Reality","authors":"Nurul Fatin Rakib, N. Mahmood, N. Ramli, N. A. Zakaria, M. A. A. Razak","doi":"10.1109/SCOReD50371.2020.9250985","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9250985","url":null,"abstract":"This paper introduced a rehabilitation system for the upper limb function of the post stroke patients who involved virtual reality games. Post- stroke patient is needed to perform rehabilitation to improve their hand and finger motion, which were affected from the stroke. Thus a virtual reality hand rehabilitation using Leap Motion sensor integrated with Unity software was developed, which focuses on the hand and finger movement of the patient. There are three games created namely Space game, Cannon game and Piano games in order to evaluate the performance of the users. Data from 10 normal subjects playing each virtual game in one minute has been collected and analysed. The results show that average values of objects can be destroyed by the normal people in Space game, Cannon game and Piano game is 9,23 and 20 respectively. Feedback has been received and these virtual reality games hopefully could facilitate the recovery of motor functions in stroke patients.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123217289","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
Implementation of Electromagnetic Band-Gap Structure in Antenna Applications: An Overview 电磁带隙结构在天线应用中的实现:综述
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9251002
Mohd Yassin Ibrahim, Adel Y. I. Ashyap, Z. Abidin, S. Dahlan
{"title":"Implementation of Electromagnetic Band-Gap Structure in Antenna Applications: An Overview","authors":"Mohd Yassin Ibrahim, Adel Y. I. Ashyap, Z. Abidin, S. Dahlan","doi":"10.1109/SCOReD50371.2020.9251002","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9251002","url":null,"abstract":"Electromagnetic band gap (EBG) structures structure has become a major revolution in radio frequency (RF) and microwave applications due to its unique characteristics of in-phase and band gap in certain frequency ranges. This paper provides a comprehensive review of the implementation of EBG in several antenna applications. It shows that EBG has multiple advantages in antenna design, such as suppressing surface waves, reducing mutual coupling, creating band notch, controlling radiation patterns, improving RFID transmission, enhancing gain and bandwidth, and act as isolation between the antenna and body. It is hoped that this review will lead to more efforts to develop more compact, broadband and efficient EBG structures to improve the performance of antennas and other microwave devices.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123807444","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
Deposition of AlN Thin Film by High-Power Impulse Magnetron Sputtering with Tilted Sputter Target at Different Working Pressure 不同工作压力下倾斜溅射靶大功率脉冲磁控溅射沉积AlN薄膜
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250976
Z. Azman, N. Nayan, A. Bakar, Zamri Yusop, M. H. Mamat, Muliana Tahan, N. Sahari, M. Y. Ahmad
{"title":"Deposition of AlN Thin Film by High-Power Impulse Magnetron Sputtering with Tilted Sputter Target at Different Working Pressure","authors":"Z. Azman, N. Nayan, A. Bakar, Zamri Yusop, M. H. Mamat, Muliana Tahan, N. Sahari, M. Y. Ahmad","doi":"10.1109/SCOReD50371.2020.9250976","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9250976","url":null,"abstract":"The deposition of A1N thin film was conducted in three different working pressures of 3, 5 and 10 mTorr by HiPIMS method with tilted sputter target. XRD pattern shows nearly single crystalline of a-axis A1N thin films were produced. A1N thin film growth rate increase with the decrease of working pressure as agreed by FESEM cross-sectional images. The thickness of A1N thin film observed at 267 nm, 221nm, and 183 nm for 3 mTorr, 5 mTorr and 10 mTorr, respectively. The degree of crystallinity was observed higher at lower working pressure at 64.3% and reduced to 52.02% at 10 mTorr. However, the micro strain and dislocation density were observed improved over the increase of working pressure referring to single-crystalline a-axis A1N dominant peak.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122299262","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
Towards IoT-based Notification System for Agriculture Electric Fence 基于物联网的农业电围栏通报系统研究
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250958
Aminatul Saadiah Jumaat Ali, Latifah Abdullah, Maisarah Musa, M. Yunos, Ng Wee Wei Ki, Z. Tukiran, R. Hamdan, Mohd Hafiz Abd.Jalil Zainuddin
{"title":"Towards IoT-based Notification System for Agriculture Electric Fence","authors":"Aminatul Saadiah Jumaat Ali, Latifah Abdullah, Maisarah Musa, M. Yunos, Ng Wee Wei Ki, Z. Tukiran, R. Hamdan, Mohd Hafiz Abd.Jalil Zainuddin","doi":"10.1109/SCOReD50371.2020.9250958","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9250958","url":null,"abstract":"In agriculture, electric fence is used as one of the methods to protect the food crops, especially from wild animals. Wild animals such as monkeys and elephants will cause immense damage and losses of food crops of farmers if the fence is malfunction. Therefore, this paper proposed the IoT-based electric fence notification system that allows farmers to observe the status of the fence from their phone. In this work, the use of ACS 712 sensor is introduced to measure the current flows on the fence whilst a continuous current supply is assured by detecting the level of the battery via sensor. Blynk application is suggested in this work as a platform to notify the farmers via their phone. The initial findings show that the proposed system capable of notifying the farmer when there is no current supply to the fence. Nonetheless, this system allows the farmer to monitor the battery status remotely, which promote hassle-free farm supervision.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115742631","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
Development of 7 DOF Robotic Arm with Electronic Bluetooth Stethoscope for COVID Patient Medical Assesment 用于新冠肺炎患者医疗评估的7自由度电子蓝牙听诊器机械臂的研制
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250965
Abu Ubaidah bin Shamsudin, Chia Kim Seng, H. A. Rahman, D. Hanafi, Hazwaj Mhd Poad
{"title":"Development of 7 DOF Robotic Arm with Electronic Bluetooth Stethoscope for COVID Patient Medical Assesment","authors":"Abu Ubaidah bin Shamsudin, Chia Kim Seng, H. A. Rahman, D. Hanafi, Hazwaj Mhd Poad","doi":"10.1109/SCOReD50371.2020.9250965","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9250965","url":null,"abstract":"The study proposed the simulation of the inverse kinematics (IK) controller for the 7 DOF robotic arm custom designed to measure the lung condition of contiguous patients. For this purpose, an electronic stethoscope will be attached to the end-effector of the robot arm. Currently, no robot has been developed for this purpose. In this research, the robot arm hardware was custom designed using the modular design of the motor and the Rapid Prototyping Solidwork to develop an appropriate robot arm. Next, the Robot Operating System (ROS) simulation was performed to evaluate the accuracy and execution of the inverse kinematic controller for the robot arm. The result shows that the IK controller has an accuracy of 0.005 mm and that the execution time was fast within 200 milliseconds.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133772316","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 Simulation Study of Performances for Different Substrates Sizes and Copper Thickness For PD Antenna Design PD天线设计中不同衬底尺寸和铜厚度的仿真研究
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250980
Z. Bohari, M. Isa, P. Soh, A. Z. Abdullah, A. Ab Rahman, M. Nasir
{"title":"A Simulation Study of Performances for Different Substrates Sizes and Copper Thickness For PD Antenna Design","authors":"Z. Bohari, M. Isa, P. Soh, A. Z. Abdullah, A. Ab Rahman, M. Nasir","doi":"10.1109/SCOReD50371.2020.9250980","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9250980","url":null,"abstract":"Partial discharge (PD) is a phenomenon that consistently happens throughout the millennium in the power equipment. This phenomenon has an unpredictable and intermittent characteristic that hard to be detected easily. There are various available methods to detect this phenomenon, but each technique has its own flaws and drawback. This paper explored the early step to select, design, and simulate a PD UHF antenna for power transformer through CST MWS simulation. This task is crucial to choose the optimized substrate size and copper thickness for the PD antenna design. Based on the detailed analysis, it is substantially proven that there is an important relationship between substrate size towards antenna performance and characteristics to design an improved and efficient PD antenna.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"274 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114946438","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
Prediction of Rooftop Photovoltaic Power Generation Using Artificial Neural Network 基于人工神经网络的屋顶光伏发电预测
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250952
Yun Nee Wee, A. Nor
{"title":"Prediction of Rooftop Photovoltaic Power Generation Using Artificial Neural Network","authors":"Yun Nee Wee, A. Nor","doi":"10.1109/SCOReD50371.2020.9250952","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9250952","url":null,"abstract":"Photovoltaic (PV) system is known as one of the most popular renewable energy types in generating electricity power. However, one of the drawbacks of PV system is that the performance of PV panel output is incompatible and affected due to changing climate condition. Hence, it is important to predict the optimal power output of PV system. This study will cover the implementation of PV system at the rooftop of Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia. Then, the optimal PV output power on the rooftop will be predicted using calculation method and Artificial Neural Network (ANN). The results have shown that ANN has the ability to predict the PV output close to the calculation method.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"180 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125488736","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
Smart Home Security with Dual Modes 智能家居安全与双模式
2020 IEEE Student Conference on Research and Development (SCOReD) Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9383185
Muhammad Rusyahmi Danial Razali, N. A. Abdul-Kadir, Johari Kasim
{"title":"Smart Home Security with Dual Modes","authors":"Muhammad Rusyahmi Danial Razali, N. A. Abdul-Kadir, Johari Kasim","doi":"10.1109/SCOReD50371.2020.9383185","DOIUrl":"https://doi.org/10.1109/SCOReD50371.2020.9383185","url":null,"abstract":"The internet of Things (IoT) is a technology that has shown impact to revolutionize individual live. In the Integration Era in year 2005-2018, the researcher and experts have started to combine the security system with the IoT technology. One of the main reasons is, the IoT being used as the source of data storage. Same as Closed-Circuit Television (CCTV), as one of the main component in security system; the data storage is being upgraded from a digital video recorder (DVR) which is a kind of memory card to an endless network video recorder (NVR), which is internet cloud data storage. The NVR camera system is widely known as Internet Protocol Camera (IP Camera). This project is mainly focusing on the security system which could be implemented by community, either in-house or workplace, as the system has dual modes of operation (security mode and calibration mode). The improvement in term of notification, user friendly system is further discussed in this paper. From the notification, the users shall be aware with the location of the burglar. This study shall provide the development of new Smart Home Security, focusing on CCTV system technology.","PeriodicalId":142867,"journal":{"name":"2020 IEEE Student Conference on Research and Development (SCOReD)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123183214","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
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