2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)最新文献

Analysis of Anomaly detection of Malware using KNN 基于KNN的恶意软件异常检测分析

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754044

Sangeeta Rani, K. Tripathi, Yojna Arora, Ajay Kumar

引用次数: 2

Optimized Feature Selection Approach for Smartphone Based Diabetic Retinopathy Detection 基于智能手机的糖尿病视网膜病变检测的优化特征选择方法

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754021

Shubhi Gupta, Sanjeev Thakur, Ashutosh Gupta

{"title":"Optimized Feature Selection Approach for Smartphone Based Diabetic Retinopathy Detection","authors":"Shubhi Gupta, Sanjeev Thakur, Ashutosh Gupta","doi":"10.1109/iciptm54933.2022.9754021","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9754021","url":null,"abstract":"Diabetic Retinopathy (DR) causes damage to the retina's blood vessels. It's also known as a silent illness because it causes only minor vision problems or no signs at all. Annual eye examinations are critical for early detection. As a result, it employs fundus cameras to capture retinal images, but it is an impractical method for widespread screening due to its size and expense. As a result, smartphones are being used to create lightweight, and inexpensive retinal imaging systems that can perform automated DR detection and screening. Preprocessing is done first, including green channel conversion and CLAHE (Contrast Limited Adaptive Histogram Equalization). Furthermore, the segmentation process begins with WT (watershed transform) optic disc segmentation and Triplet half band filter bank abnormality segmentation (exudates, micro aneurysms, hemorrhages, and IRMA) (THFB). Haralick and ADTCWT (Anisotropic Dual Tree Complex Wavelet Transform) methods are then used to remove the various features. Life choice-based optimizer (LCBO) algorithm selects the optimal features. The selected features are then put into an ML classifier, which divides the severity levels into average, mild DR, moderate DR, extreme DR, and proliferative DR. The proposed work is simulated in a Python environment, and datasets such as APTOS-2019-Blindness-Detection and EyePacs are used to test the efficiency of the proposed scheme.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"29 1","pages":"350-355"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76729276","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

Detection of Non-proliferative Diabetic Retinopathy using GUI 非增殖性糖尿病视网膜病变的GUI检测

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754212

Y. Kumar, Nikhil Poonia, P. Jain

{"title":"Detection of Non-proliferative Diabetic Retinopathy using GUI","authors":"Y. Kumar, Nikhil Poonia, P. Jain","doi":"10.1109/iciptm54933.2022.9754212","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9754212","url":null,"abstract":"We looked at a strategy for identifying and categorizing exudates in colored retinal images in this study. Filter banks are used in an innovative approach for extracting possible exudate candidate sites. The bogus exudate areas are removed when the optic disc region is deleted. A Bayesian classifier, which is a set of Gaussian functions, is then used to distinguish between exudate and nonexudate areas. Using publicly available retinal image datasets and performance criteria, the proposed system is reviewed and tested. We compare the proposed system to previously presented techniques in order to establish its validity. The exudate identification algorithm was used on 30 retinal photographs, 21 of which had exudates and nine of which did not. When compared to an ophthalmologist, the sensitivity and specificity for exudate identification were 88.5 percent and 99.7%, respectively. In 14 retinal pictures, HMA (Haemorrhages and Microaneurysms) was found. For HMA identification, the algorithm has a sensitivity of 77.5 percent and a specificity of 88.7%. This research offers promising results in the automatic detection of key NPDR (Non-proliferative Diabetic Retinopathy) traits.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"200 1","pages":"283-286"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76976305","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

Load Frequency Control of Single Area Power System using LQG Controller LQG控制器在单区电力系统负荷频率控制中的应用

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754214

S. Pandey, Nusrat Jahan

引用次数: 0

The Application of Smart Grid Power System through Interconnection of Active Distribution Management in Better Performance of Network Management - A Correlation Analysis Approach 主动配电互联智能电网在提高电网管理性能中的应用——一种相关分析方法

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9753919

M. S. Rao, Saranya S, E. Kannapiran, Shikha Kuchhal, C. Rambabu, B. Jegajothi

{"title":"The Application of Smart Grid Power System through Interconnection of Active Distribution Management in Better Performance of Network Management - A Correlation Analysis Approach","authors":"M. S. Rao, Saranya S, E. Kannapiran, Shikha Kuchhal, C. Rambabu, B. Jegajothi","doi":"10.1109/iciptm54933.2022.9753919","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9753919","url":null,"abstract":"The advent of technologies has enabled in transforming the overall energy market in a sustainable manner, the usage of smart grids supports the users and energy companies in understanding the change in the overall behaviour related to the electricity rates, it incorporates the necessary equipment and behaviour in the grid design, support in enhancing the distribution management through interaction between users and providers, which enables in enhancing the performance of the network management effectively. The implementation of smart grids and innovative technologies in the disruption management supports the users, energy companies, government and communities to be more sustainable, analyse the future demand of the energy requirement and proactively take action. Moreover, the implementation of these grids also enables in switching between the different sources of energy, thereby optimizing the consumption in an effective manner. The major benefits of these tools results in enhanced distribution management at lower cost thereby enhancing financial benefits directly to the stakeholders, support in better power reliability, effective storage and manage the supply chain in an efficient manner, also it supports in increasing the virility of the unsecure situation and act in a more proactive manner. This study will enable in analyzing the critical determinants of smart grids in enhancing the overall performance of network management in the energy sector, the analysis reveals that the implementation of these technologies tends to be high supportive for all the stakeholders and enable in achieving sustainable growth and development.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"51 1","pages":"84-89"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76256456","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

COVIFIT Mobile Application for Fitness Improvement during Third Wave of Covid19 COVIFIT移动应用，在第三波covid - 19期间改善健身

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754209

Mohitsinh Parmar, S. Khant, Atul Patel

引用次数: 2

Plant Leaf Disease Detection using Image Processing 利用图像处理技术检测植物叶片病害

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754170

R. Kundu, U. Chauhan, S. Chauhan

{"title":"Plant Leaf Disease Detection using Image Processing","authors":"R. Kundu, U. Chauhan, S. Chauhan","doi":"10.1109/iciptm54933.2022.9754170","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9754170","url":null,"abstract":"As we all are aware of without the civilization we can't think about Agriculture. India is known as an agricultural country this is only because of the economy of India that is properly targeted by grains yielding. It is the pillar on which the economy of every country depends. Now-a-days we can see that due to the increasing graph of population there is a high demand of food and grains and it is only fulfilled by the agriculture. It is only the sector that is require and puts itself in the topmost position to fulfill the needs of every citizen of the country, so that they can survive and enjoy their life. Agriculture sectors also helps the country to make them more strong in term of relation with other nations. But main point that comes to our mind is that the crop or grain that is shown is healthy, free from chemicals? So to answer that I am writing this research paper because all the foods and grains that we eat is controlled by pesticides and insecticides that harms our body and not good for our health. In this paper I have defined the techniques to detect the diseases in the leaf of the plant by image processing.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"21 1","pages":"393-396"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76736970","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

Evaluating and Optimizing the Performance of Dual-Hop LoRa Network using Genetic Algorithm 基于遗传算法的双跳LoRa网络性能评估与优化

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9753973

Gagandeep Kaur, Sindhu Hak Gupta, Harleen Kaur

{"title":"Evaluating and Optimizing the Performance of Dual-Hop LoRa Network using Genetic Algorithm","authors":"Gagandeep Kaur, Sindhu Hak Gupta, Harleen Kaur","doi":"10.1109/iciptm54933.2022.9753973","DOIUrl":"https://doi.org/10.1109/iciptm54933.2022.9753973","url":null,"abstract":"Aspiring to support vast IoT applications, Long Range (LoRa) developed by Semtech has been most adopted LPWAN technology as it provides low power consumption, long transmission range, massive scalability and low deployment cost. The current work focuses on enhancing the LoRa network performance by employing cooperative communication. Cooperative communication has emerged as the promising technology enabling efficient utilization of the communication resources by allowing the end devices to cooperate with each other in data transmission. The performance of dual hop LoRa network is investigated in terms of coverage probability and latency. Further to optimize the performance of the network, Genetic Algorithm (GA) has been utilized for both non-cooperative and cooperative scenarios. A mathematical model has been formulated and based on that an optimization problem has been defined in terms of estimated received power which gives the optimal transmission configuration of the LoRa node at which the received power is maximum. The optimized value of the received power is further utilized to optimize the performance of the network in terms coverage probability and latency. MATLAB simulations are carried out to highlight the goodness of the proposed model. Simulation results shows that by employing cooperative communication the performance of the LoRa network enhances by 22% and 8% improvement in coverage probability and latency respectively. Also, a significant improvement in coverage probability and latency can be observed in both non-cooperative and cooperative scenarios by employing GA.","PeriodicalId":6810,"journal":{"name":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","volume":"21 1","pages":"663-668"},"PeriodicalIF":0.0,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77073859","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

Doctor Finder and Appointment Booking Website using DJANGO 医生查找和预约网站使用DJANGO

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9753977

U. Chauhan, Hrithik Jha, D. Singh, S. Chauhan

引用次数: 2

IoT Enabled Smart and Efficient Musical Water Fountain 物联网智能高效音乐喷泉

2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM) Pub Date : 2022-02-23 DOI: 10.1109/iciptm54933.2022.9754129

D. Pareta, Indukuri Nishat Verma, B. P. Lohani, Pradeep Kushwaha, Vimal Bibhu

引用次数: 0