2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)最新文献_第2页

A simple and efficient automated diagnostic model for Schizophrenia detection based on Hjorth Complexity 基于Hjorth复杂度的精神分裂症简单高效的自动诊断模型

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029132

Nausheen Ansari, Y. Khan, Omar Farooq

引用次数: 1

Dynamic and Passive Mode Capturing of WLAN Packets of an Urban Locality 城域无线局域网数据包的动态和被动捕获

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029305

Ajay Prasad, A. Aggarwal, S. Verma, Tan Bhala

{"title":"Dynamic and Passive Mode Capturing of WLAN Packets of an Urban Locality","authors":"Ajay Prasad, A. Aggarwal, S. Verma, Tan Bhala","doi":"10.1109/IMPACT55510.2022.10029305","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10029305","url":null,"abstract":"Wi-Fi is among the major means of internet access for people. This can be a good source of information gathering and prediction in an urban system. Wi-Fi or WLAN packets can be captured and analyzed to gain many insights into a locality like population density estimation, establishments in the zone, etc. Among many different ways of packet capturing, ‘Passive Monitor Mode’ is often used. The passive monitor mode capturing is often done in an area by keeping the sensing device stationary/fixed at a point. However, capturing packets by moving the sensor in a predetermined path has not been done in available works of literature. In this paper scanning of an urban stretch was performed keeping the sensors or monitoring types of equipment moving while scanning. The experiment conforms to a dynamic capturing of Wi-Fi packets in passive mode. The captured packets were stored and analyzed for sensed information. The captured packets revealed lots of data that can be interpreted using data analytics and AI techniques to gain lots of insights into an urban setup for various purposes. The results are presented hereby in the paper and a few suggestive uses are also presented supporting the need for the proposed activity or methodology.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121422485","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

Exu-Eye: Retinal Exudates Segmentation based on Multi-Scale Modules and Gated Skip Connection Exu-Eye:基于多尺度模块和门控跳跃连接的视网膜渗出物分割

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029297

Mohammed Yousef Salem Ali, M. Abdel-Nasser, M. Jabreel, A. Valls, M. Baget

引用次数: 1

A New Approach to Enhance the Isolation in MIMO Antenna Using Stub in Ground with Metal Strip 金属带接地短根提高MIMO天线隔离度的新方法

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029280

Praful Ranjan, Dr Gaurav Varshney

引用次数: 0

Emotion recognition from EEG signals using machine learning model 基于机器学习模型的脑电信号情感识别

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029284

A. R, S. Sundar, Muhammed Shanir P P

{"title":"Emotion recognition from EEG signals using machine learning model","authors":"A. R, S. Sundar, Muhammed Shanir P P","doi":"10.1109/IMPACT55510.2022.10029284","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10029284","url":null,"abstract":"The objective of this work is to identify emotion from EEG signals, that represent the brain activity of individuals. With the rapid advancement of machine learning algorithms and numerous real-world applications of brain-computer interface for regular people, emotion categorization from EEG data has recently gained a lot of attention. Researchers previously have little knowledge of the specific interactions between distinct EEG characteristics and various emotional states. Using EEG-based emotion recognition, the computer may be able to understand the emotional state of the user. This work is executed with DEAP dataset with 32 channels for EEG recording, it achieves a better classification accuracy with the random forest machine learning (ML) algorithm. In the subject-specific experiment an average best accuracy of 91.26% and in the subject-dependent experiment, the best accuracy of 78.5% is obtained for the random forest classifier. The proposed method is superior to other studies when compared to those using a four-class problem because those have only achieved the best accuracy of 71.43%.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"279 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132758074","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

A Multivariate Analysis on Employee Competencies 员工胜任力的多变量分析

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029153

Ami A. Kumar, Anupriya Kaur

引用次数: 0

Voice Keyword Spotting on Edge Devices 边缘设备语音关键字识别

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029228

Khalid Saifullah, Raunaque Mujeeb Quaiser, Nadeem Akhtar

引用次数: 0

Estimate Height Weight and Body Mass Index From Face Image Using Machine Learning 使用机器学习从面部图像估计身高、体重和身体质量指数

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029205

Ashwani Kumar, K. Deeksha, G. Pooja, T. Tarun Reddy, Tera Akhil Reddy

{"title":"Estimate Height Weight and Body Mass Index From Face Image Using Machine Learning","authors":"Ashwani Kumar, K. Deeksha, G. Pooja, T. Tarun Reddy, Tera Akhil Reddy","doi":"10.1109/IMPACT55510.2022.10029205","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10029205","url":null,"abstract":"Human body photographs contain encodings for gender, weight, and other biometric data in addition to pupil color. When considering all of this information, body weight is a reliable indicator of health problems. Body measurements including height, weight, and body mass index (BMI) are important because they can be used for a variety of purposes like surveillance, re-identification, picture retrieval systems, and healthcare. The majority of earlier research on automated height, weight, and BMI measurement has made use of 3D whole body videos and 2D and full body 2D pictures. A person's weight in proportion to their height is gauged by their BMI. It serves more as a gauge for calculating total body fat. Because it is frequently used to evaluate health issues, BMI is important. Our chances of living a longer, healthier life are said to be increased by having a healthy body mass index (BMI).The BMI range may be identified and classified using picture analysis, which can help individuals forecast credibility, manage their BMI, and lead healthier lives. There hasn't been much discussion on face estimation. Being overweight has been linked to obesity, diabetes, and cardiovascular disease. Weight is also an important health indicator. Using the methods Linear Regression, Ridge Linear Regression, Random Forest Regressor, and Kernel Ridge Regression, CNN algorithm, and Resnet-50 Architecture, we test the feasibility of estimating height, weight, and BMI from single-shot face photos. In order to estimate height, weight, and BMI, we will evaluate these regression models and select the one with the highest test score.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124141218","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

Data Envelopment Analysis and Kendell’s Coefficient of Concordance for Efficiency Evaluation of State Co-operative Banks 国有合作银行效率评价的数据包络分析与肯德尔协调系数

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029189

Triambica Gautam, Amit Kumar Srivastava, Shruti Jain

{"title":"Data Envelopment Analysis and Kendell’s Coefficient of Concordance for Efficiency Evaluation of State Co-operative Banks","authors":"Triambica Gautam, Amit Kumar Srivastava, Shruti Jain","doi":"10.1109/IMPACT55510.2022.10029189","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10029189","url":null,"abstract":"Cooperative Banking has been an integral part of the banking industry in India. Along with the commercial banks, the cooperative banks have increased access to banking services for a large section of our society Post liberalization the banking industry has seen a lot of change and the cooperative banks have had to adapt to these changes. In view of the increasing emphasis on financial inclusion, the importance of cooperative banks has increased. It is the right time to evaluate the cooperatiuve banks for their ability to meet these expectations of the economy. Efficiency measurement, especially in the banking sector is usually done using ratio analysis. The problem with ratio analysis is the generation of relevant standards to compare the ratios with. In this paper, the authors have used Data Envelopment Analysis (DEA) which has become very popular in recent times. DEA is a linear programming-based technique that allows a relative comparison of efficiency amongst a set of decision-making units without the need for external performance standards. In this study, the basic radial model is used to test the input-oriented and output-oriented efficiency of 31 State Cooperative Banks. The Gujarat and Maharashtra Cooperative Banks have emerged as efficient banks in this category of banks.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121241558","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

Transform domain analysis of holographic data in context of hologram plane coding 全息数据在全息平面编码中的变换域分析

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029162

Mohd Tausif, E. Khan, Manuela Pereira, A. Pinheiro

引用次数: 0