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Segmentation Based Real Time Anomaly Detection and Tracking Model for pedestrian Walkways

Intelligent Automation & Soft Computing 2023年第6期36卷 2491-2504页

作者： B.Sophia D.Chitra Department of Computer Science and Engineering Sri Krishna College of Engineering and TechnologyCoimbatoreTamilnaduIndia Department of Computer Science and Engineering P.A College of Engineering and TechnologyPollachiTamilnaduIndia

presently,video surveillance is commonly employed to ensure security in public p.aces such as traffic signals,malls,railway stations,etc.A major chal-lenge in video surveillance is the identification of anomalies that exist in it such as crimes,thefts,and so ***,the anomaly detection in pedestrian walkways has gained significant attention among the computer vision communities to enhance pedestrian *** recent advances of Deep Learning(DL)models have received considerable attention in different processes such as object detec-tion,image classification,*** this aspect,this article designs a new panoptic Feature pyramid Network based Anomaly Detection and Tracking(pFpN-ADT)model for pedestrian *** proposed model majorly aims to the recognition and classification of different anomalies present in the pedestrian walkway like vehicles,skaters,*** proposed model involves panoptic seg-mentation model,called panoptic Feature pyramid Network(pFpN)is employed for the object recognition *** object classification,Compact Bat Algo-rithm(CBA)with Stacked Auto Encoder(SAE)is applied for the classification of recognized *** ensuring the enhanced results better anomaly detection performance of the pFpN-ADT technique,a comparison study is made using Uni-versity of California San Diego(UCSD)Anomaly data and other benchmark data-sets(such as Cityscapes,ADE20K,COCO),and the outcomes are compared with the Mask Recurrent Convolutional Neural Network(RCNN)and Faster Convolu-tional Neural Network(CNN)*** simulation outcome demonstrated the enhanced performance of the pFpN-ADT technique over the other methods.

关键词： panoptic segmentation object detection deep learning tracking model anomaly detection pedestrian walkway

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Mechanical characterization of aluminium 6061 hybrid metal matrix composites

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Materials Today: proceedings 2022年 65卷 3959-3965页

作者： Subramani, N. Haridass, R. Krishnan, R. Loganathan, D. Manikandan, N. Department of Mechanical Engineering Karpagam College of Engineering Coimbatore 641032 India Mechanical Engineering P.A College of Engineering and Technology Pollachi India

Bigger interest in utilizing Metal Matrix Composites (MMCs) research on MMCs has provided not only new types of hybrid metal matrix composites, but also characterizations of their physical, thermo-mechanical, and tribological properties over the past 30 years. The main objective of this research is to produce MMCs with enhanced strength and wear resistance, that to rep.ace the traditional heavy weight metals and alloys. In this research the parent material chosen was AA6061 aluminium alloy which has a wide commercial application and the reinforcements (SiCp/Fly ash/Glass Fibre) which can increase the wear tendency and in addition to that glass fibre is used to improve the biaxial strength of the prepared MMC. The work presented here uses Silicon carbide as the material, fly ash and glass fibre reinforced aluminium alloy (Al6061) composites, processed by stir casting route was used. The required quantities of silicon carbide (10 g and 15 g) and fly ash (10 g and 15 g) were taken in a powder container and the composites were prepared by using the stir casting process. This new material is evaluated through a limited mechanical test that Tensile, Hardness and Wear and to strengthen the experimental process SEM images are taken before and after the tests. The addition of reinforcement in Aluminium 6061 hybrid metal matrix composites, the tensile strength increases in the specimen 1 10 g of reinforcement mixed with A6061 and as well as in the specimen-2 15 g of reinforcement mixed with A6061 and wear resistance increases gradually and also wear and hardness in specimen 2 gives moderate result but the tribological behaviour is good. © 2022

关键词： Fly ash

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Intelligent Fuel pump System with RFID and the Internet of Things 1

Intelligent Fuel Pump System with RFID and the Internet of T...

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1st IEEE International Conference on Networking and Communications, ICNWC 2023

作者： Shanmugapriya, A. Sangeetha Devi, A. Kalaivani, A. Suganyadevi, K. Sri Eshwar College of Engineering Department of Electronics and Communication Engineering Tamilnadu Coimbatore India P.A College of Engineering and Technology Department of Science and Humanities Tamilnadu Coimbatore India Nallamuthu Gounder Mahalingam College Department of Computer Technology Tamilnadu Coimbatore India

ISBN: (纸本)9798350336009

This RFID-technology automated gasoline pump system handles the immediate delivery of fuel based on the value of the RFID prepaid card. Each user will have a unique RFID card that may be refilled using pre-paid funds. A microcontroller-based device called a radio-frequency identification (RFID) system lowers the need for human labour while accurately pouring fuel. By rejecting the card, it prevents unlawful use. The system is greatly safeguarded in this way. RFID is a flexible, popular technology with many real-time applications. As it involves less monitoring, eliminates human error, lowers capital costs, and provides insights for better decision-making, it improves operational efficiency. The system will calculate the time of operation for the electrical fuel pump.and start the operation for the fuel bestowing once the user decide on the anticipated amount using the keypad and the RFID in this task. When the pump reaches the user-specified value, the system will automatically turn it off. © 2023 IEEE.

关键词： Voltage regulators

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Biometric Web based Vote Cast using Blocks 3

Biometric Web based Vote Cast using Blocks

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3rd International Conference on Innovative Mechanisms for Industry Applications, ICIMIA 2023

作者： Abinaya, M. priya, p.Kaviya Mirza, Mohsina Anbumani, A. Sathya, R. Sethuram, M. Sri Eshwar College of Engineering Department of Computer Science and Engineering Coimbatore India P.A College of Engineering and Technology Department of Computer Science and Engineering Coimbatore India Global College of Engineering and Technology Department of Electrical and Electronic Engineering India Paavai College of Engineering Department of Computer Science and Engineering Coimbatore India Kongunadu College of Engineering and Technology Department of Information Technology Trichy India Hindusthan College of Engineering and Technology Department of Electronics and Communication Engineering Coimbatore India

ISBN: (纸本)9798350343632

Web based vote casting is a form of voting in which the voter is able to cast their votes through any web portal wherever in the world. In the Biometric method, voter can cast the votes using their finger impression. In this method the voter can selects the login portal which is particularly designed for an election commission. Each person needs to register the election commission website, using the registration details substantiate themselves before the machine authorize the user to sight the ballot visible on the screen. The voter is then allowed to pick their selected candidate and then cast the votes which would be passed to the election server for the refining process. In 'E-Voting' method a voter can cast their votes through online without any difficulty. If all the entries provided by the user are precise user can login the system using the user ID and password voter can cast their votes through online wherever in the world. If an information given by the voter is not correct then the entry will be discarded and it shows the error message. This technique is mainly implemented to reduce the difficulty of the election commission and voter. It is a user-friendly approach, also it avoids the unwanted crowds during the election period. Here, this study has used immutable ledger technology that is a blockchain based application, which provides the security and also increase the efficiency of the voting process. © 2023 IEEE.

关键词： Blockchain Electronic Voting (E-Voting) personnel Computer (pC)

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Vehicular Network protocol with IOT in Traffic Scenarios with Safety Requirements-A Review 3

Vehicular Network Protocol with IOT in Traffic Scenarios wit...

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3rd International Conference on power, Energy, Control and Transmission Systems, ICpECTS 2022

作者： Suganyadevi, K. Nandhalal, V. Shanmugapriya, A. Devi, A.Sangeetha Sri Eshwar College of Engineering Department of Electronics and Communication Engineering Tamilnadu IN Coimbatore India P.A College of Engineering and Technology Department of Science and Humanities Tamilnadu IN Coimbatore India

ISBN: (纸本)9781665462754

Ad hoc networks for vehicles are increasingly becoming a fruitful subject for transportation research. VANET makes it possible for many vehicles to communicate because it has its own set up.and framework for efficient data delivery services. Data cannot be transmitted between automobiles with a modification in their configurations due to their rapid mobility. In contrast hand, the faultless characteristics of vanet routing algorithms provide adequate connectivity for reliable and efficient data transmission in busy environments. This survey article opens with a discussion of traffic congestion and efforts to make a smart urban smarter by broadcasting information to adjacent cars. Then, when traffic is heavy, we concentrate on several strategies using different routing protocols at junctions and traffic signals. Additionally, it illustrates the idea and routing system used in the region. © 2022 IEEE.

关键词： Jamming

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Design of Circular Ring Shaped UWB Antenna for BANs and MI Applications 9

Design of Circular Ring Shaped UWB Antenna for BANs and MI A...

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9th International Conference on Advanced Computing and Communication Systems, ICACCS 2023

作者： premkumar, M. Muthukrishnan, A. Ashokkumar, S.R. Nagakumararaj, S. Sathesh Raaj, R. Srinivasan, Dhamodharan SSM Institute of Engineering and Technology Department of ECE Dindigul India Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology Department of CSE Chennai India Sri Eshwar College of Engineering Department of CCE Coimbatore India P.A College of Engineering and Technology Department of ECE Pollachi India PSNA College of Engineering and Technology Department of ECE Dindigul India

ISBN: (纸本)9798350397376

In this work presents a lightweight ultra wide band (UWB) antenna with a high fidelity factor (FF) for healthcare applications. In order to obtain the greatest degree of FF in all the field, the design strategy examines the return loss, antenna gain, and group delay throughout the UWB spectrum in each design stage. The final design is an elliptic ground p.ane with a size of 1620 mm2 and a circular antenna having six rings in the radiating component. In terms of S11and FF, simulations are made in free space and on the body show that it performs admirably within the bandwidth of 3.1 to 10.6 GHz. The results demonstrate that the antenna is capable of identifying malignant tumours and benign tumours. © 2023 IEEE.

关键词： Group delay

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An Improvised Image Registration Technique for Brain Tumor Identification and Segmentation Using ANN Approach 6

An Improvised Image Registration Technique for Brain Tumor I...

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6th International Conference on Devices, Circuits and Systems, ICDCS 2022

作者： Jubair Ahmed, L. Malin Bruntha, p. Dhanasekar, S. Chitra, V. Balaji, D. Senathipathi, N. Department of ECE Sri Eshwar College of Engineering Coimbatore India Sri Eshwar College of Engineering Department of Ece Coimbatore India Department of ECE Sri Sairam Institute of Technology Chennai India Department of ECE Sri Sairam Institute of Technology Coimbatore India P.A College of Engineering Department of Ece Pollachi India

ISBN: (纸本)9781665480949

In the field of medicine, Tumor Segmentation from MR images is a laborious and time-consuming process conducted by medical experts. Based on image registration technique and classification approaches, this paper offers an fully automatic and efficient technique for identifying as well as Segmenting brain tumors. As a common procedure to alter the characteristics of MRI images before feature extraction, we perform intensity normalization and contourlet transform as part of our feature extraction process. In this paper we propose pyramid transforms in p.ace of traditional Lap.acian pyramids as part of our modified contourlet transformation to enhance the effectiveness of the proposed approach. Using genetic algorithm, the extracted features are optimized, and a neuro fuzzy inference scheme classification algorithm is applied to brain MR images for classification of feature for tumor region identification. Quantitative analysis is carried out on the proposed approach to calculate parameters such as specificity, segmentation accuracy, sensitivity, precision and dice similarity coefficient. © 2022 IEEE.

关键词： Genetic algorithms

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Intelligent Fuel pump System with RFID and the Internet of Things

Intelligent Fuel Pump System with RFID and the Internet of T...

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Networking and Communications (ICNWC), International Conference on

作者： A. Shanmugapriya A.Sangeetha Devi A Kalaivani. K. Suganyadevi Department of Electronics and Communication Engineering Sri Eshwar College of Engineering Coimbatore Tamilnadu IN Department of Science and Humanities P.A College of Engineering and Technology Coimbatore Tamilnadu IN Department of Computer Technology Nallamuthu Gounder Mahalingam College Coimbatore Tamilnadu India

关键词： Costs Feature extraction Software Sensors Safety Task analysis petroleum

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Biometric Web based Vote Cast using Blocks

Biometric Web based Vote Cast using Blocks

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International Conference on Innovative Mechanisms for Industry Applications (ICIMIA)

作者： M. Abinaya p.Kaviya priya Mohsina Mirza A. Anbumani R. Sathya M. Sethuram Department of Computer Science and Engineering Sri Eshwar College of Engineering Coimbatore India Department of Computer Science and Engineering P.A College of Engineering and Technology Coimbatore India Department of Electrical and Electronic Engineering Global College of Engineering and Technology Department of Computer Science and Engineering Paavai College of Engineering Coimbatore India Department of Information Technology Kongunadu College of Engineering and Technology Trichy India Department of Electronics and Communication Engineering Hindusthan College of Engineering and Technology Coimbatore

Web based vote casting is a form of voting in which the voter is able to cast their votes through any web portal wherever in the world. In the Biometric method, voter can cast the votes using their finger impression. In this method the voter can selects the login portal which is particularly designed for an election commission. Each person needs to register the election commission website, using the registration details substantiate themselves before the machine authorize the user to sight the ballot visible on the screen. The voter is then allowed to pick their selected candidate and then cast the votes which would be passed to the election server for the refining process. In “E-Voting” method a voter can cast their votes through online without any difficulty. If all the entries provided by the user are precise user can login the system using the user ID and password voter can cast their votes through online wherever in the world. If an information given by the voter is not correct then the entry will be discarded and it shows the error message. This technique is mainly implemented to reduce the difficulty of the election commission and voter. It is a user-friendly approach, also it avoids the unwanted crowds during the election period. Here, this study has used immutable ledger technology that is a blockchain based application, which provides the security and also increase the efficiency of the voting process.

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Vehicular Network protocol with IOT in Traffic Scenarios with Safety Requirements-A Review

Vehicular Network Protocol with IOT in Traffic Scenarios wit...

引用

International Conference on power, Energy, Control and Transmission Systems (ICpECTS)

作者： K. Suganyadevi V. Nandhalal A. Shanmugapriya A.Sangeetha Devi Department of Electronics and Communication Engineering Sri Eshwar College of Engineering Coimbatore Tamilnadu IN Department of Science and Humanities P.A College of Engineering and Technology Coimbatore Tamilnadu IN

ISBN: (纸本)9781665462761

关键词： Vehicular ad hoc networks Transportation Routing Data transfer Routing protocols Safety Reliability

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