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Research on Image Processing and Recognition Algorithms in software Information systems Based on Deep Learning 3

Research on Image Processing and Recognition Algorithms in S...

引用

3rd ieee International Conference on Electrical engineering, Big Data and Algorithms, EEBDA 2024

作者： Tang, Xiaojun Radio and Television Monitoring Center of Shandong Province Shandong Jinan China

ISBN: (纸本)9798350380989

With the rapid development of deep learning technology, its application in image processing and recognition has become a hot research topic. The application of these technologies in software information systems such as automatic image classification, facial recognition, and medical image analysis not only improves processing efficiency but also enhances recognition accuracy. This article focuses on the training and deployment of adversarial generative network models in deep learning algorithms for graphic processing and recognition applications. Finally, two sets of simulation experiments were conducted, and the results are as follows: in the face recognition system, the recognition accuracy optimized by the deep learning algorithm based on adversarial generative networks improved by an average of 8.9% compared to traditional methods. In the traffic sign recognition system, the overall average recall index improved by 12.45%. This article proposes an improved network architecture and training strategy, which significantly improves the quality of image generation and the accuracy of recognition models in software information systems. © 2024 ieee.

关键词： deep learning image processing image recognition software information systems

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Reactive distributed system modeling supported by complex event processing

Reactive distributed system modeling supported by complex ev...

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2013 ieee 3rd Eastern European Regional Conference on the engineering of Computer Based systems, ECBS-EERC 2013

作者： Lang, Ján Janík, Ján Institute of Informatics and Software Engineering Faculty of Informatics and Information Technologies Slovak University of Technology in Bratislava Ilkovičova 3 84216 Bratislava 4 Slovakia

ISBN: (纸本)9780769550640

Significant trend in software development is oriented mainly on distributed systems. One of the main problems in the current world of information technologies is the ever-increasing amount of digital data and complexity of problems that are being solved. In such conditions, developing a distributed system that needs to response promptly, can be very difficult and without proper techniques can lead to failure. Processing of potentially large volumes of incoming messages or events from various sources is also specific to the reactive computing. It can be assumed that the number of resources and their diversity will only grow. For that reason we have analyzed common approaches in distributed systems development. In this paper we introduce complex event processing. We try to evaluate its assets concerning design, implementation, modifiability, and flexibility of reactive distributed systems. For this purpose, we have implemented a functional model of an electronic toll collection system, based on system specifications for Slovak conditions. Significant flexibility is achieved in comparison with existing solutions. We also present the possibilities of complex event processing application in reactive distributed system design. Based on gained knowledge even implemented a functional model we have evaluated complex event processing impact on system's functionality, modifiability, performance and other characteristics. © 2013 ieee.

关键词： specifications

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Analysis of square coaxial lines by using Equivalent Electrodes Method

Analysis of square coaxial lines by using Equivalent Electro...

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Joint 3rd International Workshop on Nonlinear Dynamics and Synchronization, INDS'11 and 16th International symposium on Theoretical Electrical engineering, ISTET'11

作者： Milovanovic, Alenka Koprivica, Branko Department of Electronic and Electrical Engineering Technical Faculty Cacak University of Kragujevac Cacak Serbia

ISBN: (纸本)9781457707599

In this paper the application of the Equivalent Electrodes Method (EEM) for the analysis of square coaxial lines has been presented. The capacitance per unit length, for different shapes and sizes, has been calculated. The results obtained by EEM have been compared with those reported in the literature, obtained by other methods, and those obtained by using software package COMSOL Multiphysics. These results have been found to be in very good agreement. © 2011 ieee.

关键词： Electrodes

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Event-Based Control Strategies for HVAC systems 3

Event-Based Control Strategies for HVAC Systems

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3rd International symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019

作者： Ozbek, Necdet Sinan Uslu, Akin Adana Alparslan Türkeş Science and Technology University Department of Electrical and Electronics Engineering Adana Turkey

ISBN: (纸本)9781728137896

Recent developments in hardware and software enable us to develop resource-aware and computationally efficient optimal control strategies, which are important for efficiently usage of energy resources. Event-based control is one of the energy-efficient methods especially for distributed and complex control systems. The prominent feature of the event-based control is the idea of removing unnecessary updating of control input when the system state stays in desired bounds. This paper focuses on the central idea of event-triggered and time-triggered control strategies for Heating, Ventilating, and Air Conditioning (HVAC) applications. Furthermore, recent techniques on HVAC are classified concerning some prominent features. Thus, the present research provides an in-depth guide for designers who investigate the HVAC control application. © 2019 ieee.

关键词： Energy efficiency

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Functional safety of safety-related systems: The influence of IEC 1508 and developments in conformity assessment schemes on business drivers

Functional safety of safety-related systems: The influence o...

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Proceedings of the 1997 3rd ieee International software engineering Standards symposium and Forum, ISESS

作者： Nunns, Stuart R. Eutech Engineering Solutions Ltd Teesside United Kingdom

Industry faces many challenges and unremitting pressures within increasingly competitive markets. There are increasing regulatory demands to address risks to safety and the environment in a world where public concern for safety is rising. A consistent approach to the use of new technology and standards is essential to avoid the potential confusion of different approaches to safety being followed by different application sectors. Programmable Electronics, is a technology that if properly used in the implementation of safety related systems, supported by internationally acceptable standards, with supporting conformity assessment schemes offers significant benefits to industry in meeting its challenges, whilst maintaining and improving safety. This paper presents a range of current technical issues and business drivers within manufacturing industry, and discusses the relevance and importance of the emerging international standard, IEC 1508 in assisting industry in satisfying their evolving business drivers and continuous organizational restructuring. A UK Government sponsored research project FRESCO has developed a conformity assessment scheme from process industry requirements based on IEC 1508. The paper outlines the organizational framework and assessment methodology developed by the FRESCO project.

关键词： Industrial electronics

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2017 ieee International symposium on systems engineering, ISSE 2017 - Proceedings

2017 IEEE International Symposium on Systems Engineering, IS...

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3rd Annual ieee International symposium on systems engineering, ISSE 2017

ISBN: (纸本)9781538634035

The proceedings contain 80 papers. The topics discussed include: development of a sentry smart bearing as a node for connectivity and monitoring of steelmaking system;model-based systems engineering to design collaborative robotics applications;reliability importance assessment using cost-based credible improvement potential;technical KPIs for microgrids;improvement of airworthiness certification audits of software-centric avionics systems using a cross-discipline application lifecycle management system methodology;face detection and posture recognition in a real time tracking system;and dependability assessment of a deicing system through the RAMSAS method.

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Analysis on Agile software Development Methods from the View of Informationalization Supply Chain Management

Analysis on Agile Software Development Methods from the View...

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3rd International symposium on Intelligent Information technology application

作者： Wang, Ying Sang, Dayong Xie, Wujie Air Force Engn Univ Sch Engn Xian Peoples R China

ISBN: (纸本)9781424464203

Agile software development methods are widely used globally, especially in building information systems for enterprises. software developing vendors are suppliers in an informationalization supply chain (ISC) of the customer. To analysis the impact of agile software development on the management of ISC, firstly a brief introduction of agile software development methods is presented. After that the 7 key processes in traditional supply chain management are mapped to processes in ISC management. Then whether agile software development methods could approve these ISC management processes is discussed. Finally, a conclusion is obtained that generally agile software development has positive impact on most of these processes.

关键词： supply chain management (SCM) key SCM processes informationalization supply chain (ISC) agile software development

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Using a labvtew software in the automatic measurement systems 3

Using a labvtew software in the automatic measurement system...

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3rd International symposium on application of the Conversion Research Results for International Cooperation, SIBCONVERS 1999

作者： Roitman, M.S. Kim, V.L. Komarov, A.V. Tomsk Polytechnical University Lenin ave. 30 Tomsk634034 Russia

ISBN: (纸本)078035172X

A data acquisition system to be intended for working in real time has been developed. The system is an aggregation of measuring, computing and controlling tools located on the main interface bus of a computer. The system is based on a build-in data acquisition board. A software can be realized in any programming language. For example, Lab VIEW graphical language was used. The language has essential advantages in the construction of virtual instruments in comparison with other visual programming languages, because it is specially oriented to "virtual instrumentation". ..∗ The system developed is used to performing laboratory practical work on the following disciplines: "Information Measuring systems", "Electronics in Tools Building", "Theory and technology of Programming". © 1999 ieee.

关键词： Data acquisition

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Fast Reconstruction and Optimization of 3D Temperature Field Based-on Kriging Interpolation 3

Fast Reconstruction and Optimization of 3D Temperature Field...

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3rd International symposium on Smart and Healthy Cities, ISHC 2021

作者： Li, Kang Li, Xin Pang, Chengxin Zeng, Xinhua School of Electronics and Information Engineering Shanghai University of Electric Power Shanghai China Academy for Engineering and Technology Fudan University Shanghai China

ISBN: (纸本)9781665467438

With the widespread application of the Internet of Things technology in the industrial field, the research on 3D temperature field reconstruction technology has also received widespread attention. A fast reconstruction algorithm of 3D temperature field based on Kriging interpolation is proposed. Through CFD software simulation, the three-dimensional space simulation temperature field and the temperature data of the sensor node are obtained. According to the spatial position and temperature information about the sensor node, the Kriging interpolation method is used to realize the rapid reconstruction of the three-dimensional temperature field. In order to improve the overall accuracy of the reconstructed temperature field, an improved genetic algorithm is used to optimize the parameters of the Kriging interpolation method. The results show that the three-dimensional temperature field can be quickly reconstructed based on the Kriging interpolation method, and the optimized reconstructed temperature field can accurately reflect the temperature change trend. © 2021 ieee.

关键词： Kriging

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Autonomic model for service-aware storage

Autonomic model for service-aware storage

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3rd ieee Asia-Pacific Services Computing Conference, APSCC 2008

作者： Zhaobin, Liu Wenyu, Qu Keqiu, Li School of Computer Science and Technology Dalian Maritime University Dalian 116026 China Department of Computer Science and Engineering Dalian University of Technology Dalian 116024 China

ISBN: (纸本)9780769534732

The administration of resources and application scheduling in a large-scale distributed storage environment is a formidable task nowadays, especially in dynamic changing scenario both in storage resources and application requirements. In order to make a difference in application oriented storage service, this paper shows a new autonomic approach to match individual applications to most appropriate storage systems and storage services based on their particular characteristic matrix, such as capacity, performance, availability, dependability, recoverability, user requirements, scalability, and value to the organization etc. © 2008 ieee.

关键词： Storage automation Large-scale systems Computer science application software Availability Quality of service Ontologies Distributed computing Electronic mail Scheduling

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