2022 International Conference for Advancement in Technology (ICONAT)最新文献_第6页

TEYSuR - Text Extraction with YOLO and Super Resolution TEYSuR -文本提取与YOLO和超分辨率

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726124

Srividya Subramanian, Vineet Kekatpure, Gladina Raymond, Kapil Parab, S. Dugad, Archana Shirke

{"title":"TEYSuR - Text Extraction with YOLO and Super Resolution","authors":"Srividya Subramanian, Vineet Kekatpure, Gladina Raymond, Kapil Parab, S. Dugad, Archana Shirke","doi":"10.1109/ICONAT53423.2022.9726124","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9726124","url":null,"abstract":"In these times where a myriad of industries are becoming digitized and advanced, text recognition is being incorporated time and again to enhance customer satisfaction, improve accessibility and organize business processes. Conventional Deep Learning based text recognition, also termed as Optical Character Recognition (OCR) is based on learning the shapes of the characters in a language. In Text Extraction with YOLO and Super Resolution (TEYSuR) we propose a novel approach where YOLO, an object detection algorithm is used to localise and classify characters in an input image. The characters in the image are treated as individual objects by the algorithm and text is extracted with high accuracy and speed. In order to cater to input images of various font sizes the system proposes an additional Inference module which resizes images using Super Resolution and yields extremely high accuracy results. The word accuracy attained by the YOLO model was 88% and coupled with the Inference module TEYSuR attained a word accuracy of 96%. Hence, this system can be successfully used for extracting text from images with high efficiency.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130852078","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

Triangular Metamaterial Loaded Antenna for Low RCS Stealth Application 用于低RCS隐身的三角形超材料负载天线

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726127

Shreya Reddy Chillakuru, Nandakrishnan Muraleedharan, M. D. Upadhayay

引用次数: 0

Design of an Ultra-Low Power CMOS ADC using Threshold Inverter Quantization for Communication System 基于阈值逆变量化的通信系统超低功耗CMOS ADC设计

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726001

Lalit Rai, Prashant Kumar, N. Gupta, Rashmi Gupta

引用次数: 0

State-of-Art Analysis of Multiplier designs for Image processing and Convolutional Neural Network Applications 图像处理和卷积神经网络应用的乘法器设计现状分析

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726109

Zainab Aizaz, K. Khare

引用次数: 0

Virtual 3D Game-on simulation: An immersive learning framework for assisted driving 虚拟3D游戏模拟:辅助驾驶的沉浸式学习框架

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726027

Janet Mary Johnson, Geethu Joy, Y. Sindhu, Emmanuel Joy

{"title":"Virtual 3D Game-on simulation: An immersive learning framework for assisted driving","authors":"Janet Mary Johnson, Geethu Joy, Y. Sindhu, Emmanuel Joy","doi":"10.1109/ICONAT53423.2022.9726027","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9726027","url":null,"abstract":"This paper demonstrates the design and architecture of a virtual driving simulation game. Virtual reality is an alternative world filled with computer-generated images that respond to human movements. Thus, early learners can drive without facing the real-world consequences. The outcome of this research is that it helps early driving learners to overcome the fear of driving. Early learners can easily get over panic and unwanted anxiety. The theoretical framework of this driving game simulation has been designed by using Unity 3D game engine and C# scripting. Gaming controls are given to the player either through the keyboard or through a joystick. The game is visually seen on the monitor screen and headsets are used for achieving realism. Maya and Blender software was used for modelling the framework of the game. We have achieved the output controls of the game by interfacing custom-designed electronic components such as the steering and the accelerator. The goal of this game is to create a virtual learning environment in which early learners can feel at ease while playing. The outcome of this game is to achieve self-confidence among the early learners that help them take away the fear built within them. Even though more women are entering the workforce, there is still a vulnerable segment of the population that is fearful of driving. This game may assist them in overcoming their anxiety and fear.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126623532","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

Reviewing Important Aspects of Plant Leaf Disease Detection and Classification 植物叶片病害检测与分类研究综述

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9725870

Vishakha A. Metre, S. Sawarkar

{"title":"Reviewing Important Aspects of Plant Leaf Disease Detection and Classification","authors":"Vishakha A. Metre, S. Sawarkar","doi":"10.1109/ICONAT53423.2022.9725870","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9725870","url":null,"abstract":"Agriculture, being the dominant industry from the point of view of economical growth of countries like India, plays a vital role in fulfilling the demand of food. However, extreme weather conditions and several climate changes may invite notable infectious diseases in plants caused by fungi, viruses and bacteria. These plant diseases can be a major threat to food supply and hence it is important to identify and prevent the plants from the diseases at the early stages. The conventional approaches were dependent on the experts in the field and hence time consuming. Since the technology is upgrading day by day and has plenty of its advantages in plant leaf disease detection field as well, various disease identification approaches using different domains have been proposed in the literature to detect and cure the plant diseases that occur on the plant leaves. Although, many of the existing approaches have provided better results, challenges exist in order to achieve optimized results of plant leaf disease detection process. This paper reviews different methodologies under image processing, machine learning, deep learning and swarm intelligence domains for plant leaf disease detection. Understanding of various diseases that occurs on plant leaves is very important in order to deal with it; hence this paper provides a detailed taxonomy about the different plant diseases and dataset that is popularly used in various existing approaches for training and testing purpose of plant leaf disease detection and its classifications.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121603191","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

Augmenting Stability and Total Harmonic Distortion Reduction in Grid Coupled Wind Power Generation System 并网风力发电系统稳定性增强与总谐波畸变降低

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9725928

S. Joshi, G. Bharadwaj, Ravindra Singh Chauhan, Virendra Sharma, J. K. Deegwal

{"title":"Augmenting Stability and Total Harmonic Distortion Reduction in Grid Coupled Wind Power Generation System","authors":"S. Joshi, G. Bharadwaj, Ravindra Singh Chauhan, Virendra Sharma, J. K. Deegwal","doi":"10.1109/ICONAT53423.2022.9725928","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9725928","url":null,"abstract":"This paper pivoting on augmenting stability in generated voltage output from grid coupled wind power generation system. Wind power is available freely and in ample quantity on our planet. Due to sustainable nature of wind energy, it is most viable to harvest energy from natural wind in the form of electricity. For running the wind power generation system with higher voltage stability, effective controller is needed. An overview of global energy scenario is summarized with special attention on wind energy. Summary of various control strategies and maximum power point tracking methods are exhibited. Worldwide wind capacity plant installations and net zero emission strategy is presented in this paper. Static synchronous compensator with proportional integral derivative based controller is designed to increase the stability and reduce total harmonic distortion of the voltage output from wind power generation system. Comparative study between voltage waveforms obtained from wind energy with and without proportional integral derivative controller is displayed. The work in this paper proposed the design and implemented MATLAB simulink model of wind power generation system, static synchronous compensator and proportional integral derivative controller. For getting validity of the proposed controller, immense simulation analysis has been done. The obtained results exposed the utility of proposed work.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"451 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123045097","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

Factors Affecting Forecast Accuracy of Individual Stocks: SVR Algorithm Under CAPM Framework 影响个股预测准确性的因素:CAPM框架下的SVR算法

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9725916

B. T. Khoa, T. Huynh

引用次数: 3

Wagon wheel Fiber based Surface Plasmon Resonance Biosensors with bimetallic spatially deposited metal layers 基于双金属空间沉积金属层的车轮纤维表面等离子体共振生物传感器

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9725980

Ankur Gupta, Ankit Singh, R. Singh, Akhilesh Tiwari

引用次数: 0

Unique Analysis Technique for 4-Terminal MOSFET Amplifiers using Floating Admittance Matrix Approach 基于浮动导纳矩阵法的四端MOSFET放大器独特分析技术

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726076

S. Roy, K. Sharma, B. P. Singh

{"title":"Unique Analysis Technique for 4-Terminal MOSFET Amplifiers using Floating Admittance Matrix Approach","authors":"S. Roy, K. Sharma, B. P. Singh","doi":"10.1109/ICONAT53423.2022.9726076","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9726076","url":null,"abstract":"The paper presents an elegant technique of analyzing electronic devices (MOSFETs) and circuits. The conventional analysis method is complicated as it involves the small-signal equivalent circuit and uses KCL, KVL, Thevenin's, Norton theorems etc., as per the suitability of the circuit. The proposed technique helps in writing the floating admittance matrix (FAM) of any circuits by inspection, once the FAM of electronic devices (MOSFET/ BJT) is known. The matrix partitioning technique suites very well for an extensive network using the proposed technique. The sum property of all the elements of any row or column equal to zero assures to proceed further for analysis or re-observe the very first equation. This saves a lot of time and energy. The proposed floating admittance matrix technique does not assume any reference terminal. For this reason, it is called the floating admittance matrix approach. The FAM method presented here is so simple that anybody with little knowledge of electronics can analyze any circuit to derive all types of its transfer functions, knowing the matrix manoeuvring. The mathematical modelling using the FAM method allows the designer to adjust their design at any stage of analysis comfortably. These statements provide compelling reasons for the adoption of the proposed process and demonstrate its benefits. Many books suggest two methods of analysis of MOSFET amplifiers; one hybrid model and the other T-model. The proposed technique is unique for all types of configurations of MOSFET amplifiers.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125136156","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