2020 International Conference on Computational Performance Evaluation (ComPE)最新文献_第5页

Machine Learning Algorithm based Disease Detection in Tomato with Automated Image Telemetry for Vertical Farming 基于机器学习算法的垂直种植番茄病害检测与自动图像遥测

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200129

Md Sadik Tasrif Anubhove, N. Ashrafi, A. M. Saleque, Morsheda Akter, Shadman Uddin Saif

{"title":"Machine Learning Algorithm based Disease Detection in Tomato with Automated Image Telemetry for Vertical Farming","authors":"Md Sadik Tasrif Anubhove, N. Ashrafi, A. M. Saleque, Morsheda Akter, Shadman Uddin Saif","doi":"10.1109/ComPE49325.2020.9200129","DOIUrl":"https://doi.org/10.1109/ComPE49325.2020.9200129","url":null,"abstract":"This paper is highlighting an outline of disease detection in tomato using computer vision and machine learning algorithms. Readily available hardware is used to build a system where a camera mounted system can detect and identify spot disease in tomatoes in real-time. As an initial prototype only spot disease can be detected. The complete development can be divided into two parts. The first part is the software and algorithm which aimed to detect and identify disease in crops and generate a report for the user. It is successful in building the algorithm and GUI (graphical user interface) for the user which can detect spot disease in tomatoes. Using the Viola-Jones algorithm and Haar like feature extraction method for the machine learning process in MATLAB, an XML (an image trained file) file for spot disease in tomatoes is designed using 377 images of infected tomatoes. The second part is the hardware implementation which consists of a simple robot rig that carries the camera and the system scans the tomatoes for the disease. For the vast majority of the time, spot detection is accurate. Many other diseases which exist for the animal, human and crops can easily be added to the system. In terms of reliability, the system is a success with acceptable false positives.","PeriodicalId":6804,"journal":{"name":"2020 International Conference on Computational Performance Evaluation (ComPE)","volume":"1 1","pages":"250-254"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79560302","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

Low-voltage BD-FC-OTA based-DO-CCII and its Applications for Low-Frequency Signal Processing 基于低压BD-FC-OTA的do - ccii及其在低频信号处理中的应用

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9199999

Tripurari Sharan, Akho John Richa

{"title":"Low-voltage BD-FC-OTA based-DO-CCII and its Applications for Low-Frequency Signal Processing","authors":"Tripurari Sharan, Akho John Richa","doi":"10.1109/ComPE49325.2020.9199999","DOIUrl":"https://doi.org/10.1109/ComPE49325.2020.9199999","url":null,"abstract":"This paper presents a positive and negative both of second-generation current conveyor (DO-CCII) cell as a single circuit. The input core of this cell has utilized an adaptively biased bulk-driven pMOS input pair and folded cascode load based OTA. This OTA section has ensured GBW, PM and CMRR of 13.7 kHz, 86.5 degree and 113 dB, respectively with a 15 pF load capacitor and a ± 0.25 V bias supply. The OTA section provided a wide input common mode range, wide output signal swing with good linearity. The output section of DO-CCII cell uses two CMOS inverter to yield its X and Z+ terminals whereas its Z− terminal is generated by using cross coupled low-voltage current mirrors. The DO-CCII cell has provided wide voltage and current DC sweep range with very good linearity. When measured between the frequency ranges of 1 Hz to 100 kHz, the voltage gain and current gains are found to be close to unity. The designed DO-CCII cells have been utilized in design of current mode SIMO filter, oscillator and variable gain current mode instrumentation amplifier (CMIA) which confirms its usability in small frequency bio-signal processing applications. These circuits have been simulated in 180 nm CMOS bulk process technology using Tanner EDA tool of version 16.1.","PeriodicalId":6804,"journal":{"name":"2020 International Conference on Computational Performance Evaluation (ComPE)","volume":"71 1","pages":"584-591"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78185600","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

Sleep Classification using CNN and RNN on Raw EEG Single-Channel 基于CNN和RNN的原始EEG单通道睡眠分类

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200002

S. Mishra, Rajesh Birok

{"title":"Sleep Classification using CNN and RNN on Raw EEG Single-Channel","authors":"S. Mishra, Rajesh Birok","doi":"10.1109/ComPE49325.2020.9200002","DOIUrl":"https://doi.org/10.1109/ComPE49325.2020.9200002","url":null,"abstract":"Automated neurocognitive performance assessment (NCP) of a subject is a pertinent theme in neurological and medical studies. NCP signifies the human mental/cognitive ability to perform any allocated job. It is hard to establish any certain methodology for research since the NCP switches the subject in an unknown manner. Sleep is a neurocognitive performance that varies in time and can be used to learn new NCP techniques. A detailed electroencephalographic signals (EEG) study and understanding of human sleep are important for a proper NCP assessment. However, sleep deprivation can cause prominent cognitive risks while carrying out activities like driving, and can even lead to lack of concentration in individuals. Controlling a generic unit in non-rapid eye movement (NREM), which is the first phase of sleep or stage N1is highly important in NCP study.Our method is built on RNN-LSTM which classifies different sleep stages using raw EEG single-channel which is obtained from the openly available sleep-EDF dataset. The single raw channel helps classify the REM stage particularly, because a single raw channel, human motion, and movement are not considered. The features selected constituted as the RNNs network inputs. The goal of this work is to efficiently classify the performance in sleep stage N1, as well as improvement in the subsequent stages of sleep.","PeriodicalId":6804,"journal":{"name":"2020 International Conference on Computational Performance Evaluation (ComPE)","volume":"1 1","pages":"232-237"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77524547","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

A Review on Solution to Class Imbalance Problem: Undersampling Approaches 类不平衡问题的求解综述:欠抽样方法

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200087

D. Devi, S. Biswas, B. Purkayastha

引用次数: 19

Performance Comparison of FOD based Edge Detector and Traditional Edge Detectors on Fish Image Edge Detection 基于FOD的边缘检测器与传统边缘检测器在鱼类图像边缘检测中的性能比较

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200022

Jayashree Deka, S. Laskar

引用次数: 0

Design and Optimization of a Microheater for the Application of Indium Tin Oxide (ITO) based Gas Sensor in VOC Detection 用于氧化铟锡(ITO)气体传感器VOC检测的微加热器设计与优化

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200165

Chayanika Sharma, Utpal Sarma

引用次数: 0

Modal Analysis of Helical Gear Train using Ansys 基于Ansys的斜齿轮系模态分析

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200162

Anunay Kumar, Yashwardhan Sahi, Swet Chandan, P. Suresh

{"title":"Modal Analysis of Helical Gear Train using Ansys","authors":"Anunay Kumar, Yashwardhan Sahi, Swet Chandan, P. Suresh","doi":"10.1109/ComPE49325.2020.9200162","DOIUrl":"https://doi.org/10.1109/ComPE49325.2020.9200162","url":null,"abstract":"Helical gear is one of the parts of a machine which undergoes mechanical operation with some loading condition acting upon it. Helical gear deals with high contact and friction which reduces the slippage compared to spur gears. The load may cause damage to the gears generally to the tooth surface and breakage of gear tooth and other damages to the gear that may include deterioration of plastic material and the rim or web breakages. When the gears are used in assemblies are named as gear train. The leading factor of gear failures are the stress and surface strength of a gear tooth. So, it has been interesting in the research area to minimise the stress acted on the gear and optimal design of gear. In this paper the design of gear train at specific parameter is done in Solidworks and the aluminium alloy material is considered. The further analysis is done in ansys 18.0 where some loading condition is applied for the analysis. Two types of analysis is done to the simulation which is vibration and stress analysis. It is 500 N-m of moment is applied at gear train and the stress in the tooth and shafts are determined that whether the result analysis obtained is within the yield tensile limit of the used material.","PeriodicalId":6804,"journal":{"name":"2020 International Conference on Computational Performance Evaluation (ComPE)","volume":"28 1","pages":"604-607"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76802863","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 Size of Buried Objects using Ground Penetrating Radar and Machine Learning Techniques 利用探地雷达和机器学习技术预测埋藏物体的大小

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200094

Nairit Barkataki, Sharmistha Mazumdar, Rajdeep Talukdar, Priyanka Chakraborty, B. Tiru, Utpal Sarma

引用次数: 2

Design and Analysis of Power Efficient IoT Based Capacitive Sensor System to Measure Soil Moisture 基于物联网的高能效电容式土壤湿度测量系统设计与分析

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200006

Siddhanta Borah, R. Kumar, Writtick Pakhira, Subhradip Mukherjee

引用次数: 1

Characterizing Social Media Contents for Regulating Hate Crimes and Cyber Racism against Marginalized and Dalits In India 描述社交媒体内容对印度边缘化和达利特人的仇恨犯罪和网络种族主义的监管

2020 International Conference on Computational Performance Evaluation (ComPE) Pub Date : 2020-07-01 DOI: 10.1109/ComPE49325.2020.9200049

A. Charan, J. K. Verma

{"title":"Characterizing Social Media Contents for Regulating Hate Crimes and Cyber Racism against Marginalized and Dalits In India","authors":"A. Charan, J. K. Verma","doi":"10.1109/ComPE49325.2020.9200049","DOIUrl":"https://doi.org/10.1109/ComPE49325.2020.9200049","url":null,"abstract":"This article is an attempt to identify the role of social media in regulating hate crimes and cyber racism in India. The freedom of speech is given to the citizens in many countries but a few disturbing elements are misusing this freedom and suppressing the voice of marginalized and Dalits. It is observed that the Fake news contents, hate crimes and cyber racism are increasing in India. The vigilance of internet contents and digital media is in nascent phase and need to be governed in the light of human rights and freedom of speech [1].One side network of haters and fake news bibliophiles are expanding their network in digital media at a faster rate. On the other side cohort of advocates dealing in International agreements, Human Rights and International Laws are establishing a sound framework for raising voice of marginalized on all possible decisive platforms. User generated contents are future of social media therefore, sketching the characters and identifying cyber crimes in advance must be an integral feature of the programming on social networking sites. This article is intended to identify overall impact of hate crimes on the society in general and on the Dalit and marginalized sections more specifically. The article will suggest some proactive measures for characterizing social media contents in order to regulate these contents by designated authorities or popular social networks.","PeriodicalId":6804,"journal":{"name":"2020 International Conference on Computational Performance Evaluation (ComPE)","volume":"30 1","pages":"864-871"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85386319","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