Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216421
Luzalen Marcos, K. Mai
This paper evaluates three plant grow light spectra suitable for indoor planting for Spinacia Oleracea (Spinach) and Lactuca Sativa (Lettuce). Indoor plant growing chambers and three commercial plant grow lights in the Red, Red-Blue and Yellow spectral range were used. Temperature, humidity and soil moisture were recorded. The spectral range of the grow light was found to affect the temperature, humidity and soil moisture, hence also affecting plant growth. Red light was found to be more suitable for spinach and red-blue light was found to be more suitable for lettuce. A system design allowing control of the spectral range by selection of the appropriate LED's based on the plant needs using the Internet of Things was developed. Future work will implement and test this feature together with other semi-automated plant growth systems such as irrigation and light intensity.
{"title":"Light Spectra Optimization in Indoor Plant Growth for Internet of Things","authors":"Luzalen Marcos, K. Mai","doi":"10.1109/IEMTRONICS51293.2020.9216421","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216421","url":null,"abstract":"This paper evaluates three plant grow light spectra suitable for indoor planting for Spinacia Oleracea (Spinach) and Lactuca Sativa (Lettuce). Indoor plant growing chambers and three commercial plant grow lights in the Red, Red-Blue and Yellow spectral range were used. Temperature, humidity and soil moisture were recorded. The spectral range of the grow light was found to affect the temperature, humidity and soil moisture, hence also affecting plant growth. Red light was found to be more suitable for spinach and red-blue light was found to be more suitable for lettuce. A system design allowing control of the spectral range by selection of the appropriate LED's based on the plant needs using the Internet of Things was developed. Future work will implement and test this feature together with other semi-automated plant growth systems such as irrigation and light intensity.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115074045","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216373
Yajun An, Michael Hockman, O. Baiocchi, S. Teng
The temperature difference in the cross section of a tree trunk, measured radially, generates voltage. This is leveraged to power thermoelectric devices for the purpose of environmental monitoring. The authors present a numerical model for the temperature differential within a tree stem. This model contributes to a proof of concept for the feasibility of using trees as an ambient power source for wireless devices.The University of Washington Tacoma is in ongoing research cooperation with the University of Paraiba, Brazil and the University of the Azores, Portugal in the areas of Wireless Sensor Networks, Energy Harvesting, and Environmental Monitoring. This paper is part of these collaborative efforts and is related to the specific goal of deploying a network of wireless environmental sensors in the Island of Sao Miguel, Archipelago of the Azores, to monitor both the natural (volcanic) and industrial pollution, as well as monitoring the traffic of tourists on the island.
{"title":"Computational model for temperature in tree trunk for energy harvesting","authors":"Yajun An, Michael Hockman, O. Baiocchi, S. Teng","doi":"10.1109/IEMTRONICS51293.2020.9216373","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216373","url":null,"abstract":"The temperature difference in the cross section of a tree trunk, measured radially, generates voltage. This is leveraged to power thermoelectric devices for the purpose of environmental monitoring. The authors present a numerical model for the temperature differential within a tree stem. This model contributes to a proof of concept for the feasibility of using trees as an ambient power source for wireless devices.The University of Washington Tacoma is in ongoing research cooperation with the University of Paraiba, Brazil and the University of the Azores, Portugal in the areas of Wireless Sensor Networks, Energy Harvesting, and Environmental Monitoring. This paper is part of these collaborative efforts and is related to the specific goal of deploying a network of wireless environmental sensors in the Island of Sao Miguel, Archipelago of the Azores, to monitor both the natural (volcanic) and industrial pollution, as well as monitoring the traffic of tourists on the island.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122196929","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216364
S. Bishnu, Sutapa Ray, M. Gangopadhyay
In this work, we discuss about the design of a pyramidal horn antenna with high gain and reduced side lobes partially covering the C band and the X band of operation. The waveguide width (a), waveguide height (b), flare width (A), flare height (B) and flare length of the pyramidal antenna have been optimized. These dimensions determine the required characteristics such as S11, gain, radiation pattern of the antenna. The optimized antenna shows decent gain of approximately 12.2 dB over operating range while having a bandwidth of 3 GHz centered at the frequency of 7.5 GHz (approximately 7 GHz to 10 GHz). Ansys HFSS has been used to design and simulate the antenna. Genetic Algorithm, Quasi-Newton method and Pattern search optimization techniques are comparatively utilized to optimize the antenna design.
{"title":"Design of Pyramidal Horn Antenna at 7.5 GHz by using different Optimization Techniques","authors":"S. Bishnu, Sutapa Ray, M. Gangopadhyay","doi":"10.1109/IEMTRONICS51293.2020.9216364","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216364","url":null,"abstract":"In this work, we discuss about the design of a pyramidal horn antenna with high gain and reduced side lobes partially covering the C band and the X band of operation. The waveguide width (a), waveguide height (b), flare width (A), flare height (B) and flare length of the pyramidal antenna have been optimized. These dimensions determine the required characteristics such as S11, gain, radiation pattern of the antenna. The optimized antenna shows decent gain of approximately 12.2 dB over operating range while having a bandwidth of 3 GHz centered at the frequency of 7.5 GHz (approximately 7 GHz to 10 GHz). Ansys HFSS has been used to design and simulate the antenna. Genetic Algorithm, Quasi-Newton method and Pattern search optimization techniques are comparatively utilized to optimize the antenna design.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116594912","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216425
Mustafa Tunay
A new approach for ranking visual career counselling based on distance measures is explained. In this paper, the traditional method of career counselling will be carried out by means of distance consulting services to make career counselling. Especially, professional education in the capacity limitation and professional working demand for education has led to a proliferation of virtual applications. Hence, e-Visual Career Application has been developed as a web-based program for clients who have taken professional counseling efficiently. With this application, it will help clients in the process of discovering and making decisions to their interests, abilities, personalities, skills and values. This paper relies on the implications of introducing online visual career consulting in the login sessions and how it affects the people (supervisor and client), the processes (consulting), and the organizations involved.
介绍了一种基于距离测度的视觉职业咨询排名新方法。本文将传统的职业咨询方法，通过远程咨询服务的方式进行职业咨询。特别是专业教育中的能力限制和专业工作对教育的需求导致了虚拟应用的泛滥。因此，e-Visual Career Application开发了一个基于网络的程序，为那些有效接受专业咨询的客户提供服务。有了这个应用程序，它将帮助客户在发现和做出决定的过程中，他们的兴趣，能力，个性，技能和价值观。这篇论文依赖于在登录会话中引入在线视觉职业咨询的含义，以及它如何影响人(主管和客户)、过程(咨询)和所涉及的组织。
{"title":"A New Approach Model of e-Visual Career Application in Distance Education","authors":"Mustafa Tunay","doi":"10.1109/IEMTRONICS51293.2020.9216425","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216425","url":null,"abstract":"A new approach for ranking visual career counselling based on distance measures is explained. In this paper, the traditional method of career counselling will be carried out by means of distance consulting services to make career counselling. Especially, professional education in the capacity limitation and professional working demand for education has led to a proliferation of virtual applications. Hence, e-Visual Career Application has been developed as a web-based program for clients who have taken professional counseling efficiently. With this application, it will help clients in the process of discovering and making decisions to their interests, abilities, personalities, skills and values. This paper relies on the implications of introducing online visual career consulting in the login sessions and how it affects the people (supervisor and client), the processes (consulting), and the organizations involved.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129856343","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216406
Sutapa Ray, S. Bishnu, Agniva Chatterjee, M. Gangopadhyay
In recent years liquid antennas have evolved as a favourable option for several use. In this paper we have tried to present a optimized cylindrical liquid antenna using Particle Swarm Optimization (PSO) algorithm and the simulation of the said antenna was done using CST. Investigation shows that generated electric field line changes the effective radius of cylinder which in turn changes the resonant frequency. So good optimization technique for proper calculation of parameters was required which will consider both the electric field line effect and designed resonant frequency. In this paper only resonant frequency is optimized and PSO has been used to calculate radius (w) and height (L) of the liquid in order to get desired result. Experiment was carried out at different frequencies by varying the parameters such as the inner radius of the cylinder, height of the liquid, and the dielectric.
{"title":"Resonant Frequency Optimization of Cylindrical Liquid Antenna Using Particle Swarm Optimization Algorithm","authors":"Sutapa Ray, S. Bishnu, Agniva Chatterjee, M. Gangopadhyay","doi":"10.1109/IEMTRONICS51293.2020.9216406","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216406","url":null,"abstract":"In recent years liquid antennas have evolved as a favourable option for several use. In this paper we have tried to present a optimized cylindrical liquid antenna using Particle Swarm Optimization (PSO) algorithm and the simulation of the said antenna was done using CST. Investigation shows that generated electric field line changes the effective radius of cylinder which in turn changes the resonant frequency. So good optimization technique for proper calculation of parameters was required which will consider both the electric field line effect and designed resonant frequency. In this paper only resonant frequency is optimized and PSO has been used to calculate radius (w) and height (L) of the liquid in order to get desired result. Experiment was carried out at different frequencies by varying the parameters such as the inner radius of the cylinder, height of the liquid, and the dielectric.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129159906","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216357
Sayantan Mukherjee, Sarbari Choudhury, S. Choudhury, Sayan Ghosh, M. Gangopadhyay
One of the latest trends in wireless technology is wearable antennas. This type of antenna needs to be flexible, lightweight and compact as they are meant to be a part of clothing and body. Properties of the textile antenna such as efficiency, input impedance, bandwidth etc. depend upon the type of substrate material used. These properties are mostly determined by the substrate dielectric constant. This paper describes the design of 2 types of rectangular microstrip patch antenna for on-body wireless communications in the 2.4GHz WLAN Band. In each design type, 3 different materials have been used as the dielectric substrate. The structure is simple, compact and easy to manufacture by using textile materials. The first design consists of three layers namely patch, substrate and ground plane. The second design consists of five layers namely superstrate, patch, substrate, ground plane and a tissue layer having properties similar to that of skin. The materials used as the substrate and superstrate for the 3 antennas are polyester, cordura and lycra. The patch and the ground plane in each of the 3 antennas have been made of copper. The simulation has been done using IE3D software. These antennas have a wide range of applications, especially in the field of healthcare.
{"title":"Design Of Realistic Wearable Antenna Considering Superstrate And Human Body Perturbations","authors":"Sayantan Mukherjee, Sarbari Choudhury, S. Choudhury, Sayan Ghosh, M. Gangopadhyay","doi":"10.1109/IEMTRONICS51293.2020.9216357","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216357","url":null,"abstract":"One of the latest trends in wireless technology is wearable antennas. This type of antenna needs to be flexible, lightweight and compact as they are meant to be a part of clothing and body. Properties of the textile antenna such as efficiency, input impedance, bandwidth etc. depend upon the type of substrate material used. These properties are mostly determined by the substrate dielectric constant. This paper describes the design of 2 types of rectangular microstrip patch antenna for on-body wireless communications in the 2.4GHz WLAN Band. In each design type, 3 different materials have been used as the dielectric substrate. The structure is simple, compact and easy to manufacture by using textile materials. The first design consists of three layers namely patch, substrate and ground plane. The second design consists of five layers namely superstrate, patch, substrate, ground plane and a tissue layer having properties similar to that of skin. The materials used as the substrate and superstrate for the 3 antennas are polyester, cordura and lycra. The patch and the ground plane in each of the 3 antennas have been made of copper. The simulation has been done using IE3D software. These antennas have a wide range of applications, especially in the field of healthcare.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"2003 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128096813","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216454
Faisal Alrefaei, Abdullah M. Alzahrani, H. Song, M. Zohdy
Recently, cyber physical system (CPS) has become one of the most useful computer systems used in critical infrastructure. The CPS has been effectively applied in many areas such as power systems, transportation, and robotics. The main focus of this paper is to review integrating the physical components with cyberspaces, avoiding some security issues, and ensuring system stability. In this review, we address what the CPS is, its architecture and why security is essential. This paper introduces some issues that result because of the integration. Also, this paper will be discussing some solutions that are used to enhance the security and protection of CPS, assessing the vulnerabilities in the CPS, detecting attacks to CPS and countermeasures.
{"title":"Security of Cyber Physical Systems: Vulnerabilities, Attacks and Countermeasure","authors":"Faisal Alrefaei, Abdullah M. Alzahrani, H. Song, M. Zohdy","doi":"10.1109/IEMTRONICS51293.2020.9216454","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216454","url":null,"abstract":"Recently, cyber physical system (CPS) has become one of the most useful computer systems used in critical infrastructure. The CPS has been effectively applied in many areas such as power systems, transportation, and robotics. The main focus of this paper is to review integrating the physical components with cyberspaces, avoiding some security issues, and ensuring system stability. In this review, we address what the CPS is, its architecture and why security is essential. This paper introduces some issues that result because of the integration. Also, this paper will be discussing some solutions that are used to enhance the security and protection of CPS, assessing the vulnerabilities in the CPS, detecting attacks to CPS and countermeasures.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132378767","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216342
Michael Townsend, H. Wimmer, Jie Du
This study investigates the barriers and drivers to cloud infrastructure adoption as perceived by Information Technology Professionals. If the barriers to adoption of cloud computing technologies exist in small then the identification of these barriers will help organizations implement cloud technologies into their operating environments. This study will focus on the adoption of Infrastructure-as-a-Service technologies and not Software-as-a-Service technologies. Much of the literature on this topic revolves around security and the perception that it is less secure. While there are security issues to be addressed, many of the barriers can be overcome through an understanding of the cloud technology. A survey was conducted to measure the perception and readiness of Information Technology professionals and business decision makers. The results of the survey show that the major barriers to adoption are not always security related and that some benefits may also be found. Perceived security is found to be a significant driver for adoption of IaaS.
{"title":"Barriers and Drivers to Adoption of Cloud Infrastructure Services: A Security Perspective","authors":"Michael Townsend, H. Wimmer, Jie Du","doi":"10.1109/IEMTRONICS51293.2020.9216342","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216342","url":null,"abstract":"This study investigates the barriers and drivers to cloud infrastructure adoption as perceived by Information Technology Professionals. If the barriers to adoption of cloud computing technologies exist in small then the identification of these barriers will help organizations implement cloud technologies into their operating environments. This study will focus on the adoption of Infrastructure-as-a-Service technologies and not Software-as-a-Service technologies. Much of the literature on this topic revolves around security and the perception that it is less secure. While there are security issues to be addressed, many of the barriers can be overcome through an understanding of the cloud technology. A survey was conducted to measure the perception and readiness of Information Technology professionals and business decision makers. The results of the survey show that the major barriers to adoption are not always security related and that some benefits may also be found. Perceived security is found to be a significant driver for adoption of IaaS.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134033086","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216419
Sanjay Bhadra, Atanu Panda, Sawan Sen, P. Bhowmick
In this paper, Extended Kalman Filter (EKF) and Unscented Kalman Filter (UKF) based robust adaptive PI Control Scheme have been proposed and implemented on the simulated model of the non-linear benchmark processes. The servo and regulatory performance using proposed tuning methodologies were found satisfactory. The performances of the proposed control schemes have been compared with conventional adaptive PI (CA-PI) control scheme. From the extensive simulation studies, it was found that the proposed schemes implemented on non-linear processes are having better performance over CA-PI control scheme. It was also found that proposed control schemes are able to eliminate measurement noise and having good robustness features.
{"title":"Parameter estimation and its application in tuning PI control scheme","authors":"Sanjay Bhadra, Atanu Panda, Sawan Sen, P. Bhowmick","doi":"10.1109/IEMTRONICS51293.2020.9216419","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216419","url":null,"abstract":"In this paper, Extended Kalman Filter (EKF) and Unscented Kalman Filter (UKF) based robust adaptive PI Control Scheme have been proposed and implemented on the simulated model of the non-linear benchmark processes. The servo and regulatory performance using proposed tuning methodologies were found satisfactory. The performances of the proposed control schemes have been compared with conventional adaptive PI (CA-PI) control scheme. From the extensive simulation studies, it was found that the proposed schemes implemented on non-linear processes are having better performance over CA-PI control scheme. It was also found that proposed control schemes are able to eliminate measurement noise and having good robustness features.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"62 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134523164","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}
Pub Date : 2020-09-01DOI: 10.1109/IEMTRONICS51293.2020.9216377
Ahmed Masud Chowdhury, J. Jabin, Erteza Tawsif Efaz, Md Ehtesham Adnan, Ashfia Binte Habib
Computer Vision (CV) has become ubiquitous in smart systems for detecting and labeling objects, starting from social media platforms to autonomous vehicles. It requires extensive computation and image processing. In this paper, a model is processed and used to detect various colored cups with saucers from a set of different objects. The system is trained using Cascade Trainer Graphical User Interface (GUI), and the testing is done utilizing MATLAB, discussed in detail. Finally, the model is tested for its efficacy on the S32V234 Evaluation Board (EVB). Our proposed system accomplished its goal by identifying and tagging the objects of interest with maximum possible accuracy.
{"title":"Object detection and classification by cascade object training","authors":"Ahmed Masud Chowdhury, J. Jabin, Erteza Tawsif Efaz, Md Ehtesham Adnan, Ashfia Binte Habib","doi":"10.1109/IEMTRONICS51293.2020.9216377","DOIUrl":"https://doi.org/10.1109/IEMTRONICS51293.2020.9216377","url":null,"abstract":"Computer Vision (CV) has become ubiquitous in smart systems for detecting and labeling objects, starting from social media platforms to autonomous vehicles. It requires extensive computation and image processing. In this paper, a model is processed and used to detect various colored cups with saucers from a set of different objects. The system is trained using Cascade Trainer Graphical User Interface (GUI), and the testing is done utilizing MATLAB, discussed in detail. Finally, the model is tested for its efficacy on the S32V234 Evaluation Board (EVB). Our proposed system accomplished its goal by identifying and tagging the objects of interest with maximum possible accuracy.","PeriodicalId":269697,"journal":{"name":"2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131476336","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}
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