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Color image segmentation using Gaussian mixtures and particle swarm optimization

Color image segmentation using Gaussian mixtures and particl...

引用

13th International Conference on Intelligent Data engineering and Automated Learning, IDEAL 2012

作者： Teles, Wesley Martins Forster, Carlos Henrique Quartucci Program of Electronic and Computer Engineering São José dos Campos SP Brazil Anápolis State of Goiás Brazil

ISBN: (纸本)9783642326387

The model of Gaussian Mixture is particularly useful to perform unsupervised learning. Currently, the principal technique to estimate the mixture parameters is the Expectation Maximization method which has a great chance of obtaining sub-optimal results. In this work we opted, instead, for the Particle Swarm Optimization as an alternative way to estimate parameter of Gaussian Mixture applied to multivariate data, which has greater chance of reaching the optimum. To evaluate the proposed approach, color images from fluorescence microscopy are segmented considering the 3D color space. Some particular features of this kind of color image are also considered to improve the performance of the search. © 2012 Springer-Verlag.

关键词： Image segmentation

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Label-free multimodal nonlinear optical microscopy for in vivo diagnosis of precancerous squamous epithelia

Label-free multimodal nonlinear optical microscopy for in vi...

引用

Biomedical Optics, BIOMED 2012

作者： Teh, Seng Khoon Zheng, Wei Li, Shuxia Li, Dong Zeng, Yan Yang, Yanqi Qu, Jianan Y. Biomedical Engineering Program Division of Bioengineering HKG China Biomedical Engineering Program Department of Electronic and Computer Engineering Hong Kong University of Science and Technology Hong Kong Hong Kong Faculty of Dentistry University of Hong Kong Hong Kong

We explore in vivo diagnostic utility of an in-house developed multimodal nonlinear optical microscopy for detection of squamous epithelia precancer. Our results reveal all epithelial sublayers and stroma provide sign... 详细信息

ISBN: (纸本)9781557529428

关键词： Nonlinear optics

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Chromosome Classification for Metaphase Selection

Chromosome Classification for Metaphase Selection

引用

International Symposium on Communications and Information Technologies

作者： Ravi Uttamatanin Peerapol Yuvapoositanon Apichart Intarapanich Saowaluck Kaewkamnerd Sissades Tongsima The Electrical Engineering Graduate Program Faculty of Engineering Mahanakorn University of Technology Bangkok Thailand Electronic Engineering Department Mahanakorn University of Technology Bangkok Thailand National Electronics and Computer Technology Center Pathumtani Thailand National Center for Genetic Engineering and Biotechnology Pathumtani Thailand

ISBN: (纸本)9781467355797

Identification of good metaphase spread is an important step in chromosome analysis for genetic disorder detection. In this paper, we propose a rule for chromosome classification to identify good metaphase spreads. The chromosome shapes were classified into four main classes. The first and the second classes refer to individual chromosomes with straight and bended shapes, respectively. The third class is characterized as those chromosomes with overlapping bodies and the forth class is for the non-chromosomal artifacts. Good metaphase spreads should largely contain the first and the second classes while the number of the third class should be kept minimal. Several image parameters were examined and used for creating rule-based classification. The threshold value for each parameter is determined using statistical model. We observed that the empirical probability density function of the parameters can be represented by Gaussian model and, hence, the threshold value can be easily determined. The proposed rules can efficiently and accurately classify the individual chromosome with > 90% accuracy.

关键词： Chromosome Metaphase selection Metaphase spread Rule base classification Gaussian model

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computer resources as a cloud lab service

Computer resources as a cloud lab service

引用

IEEE Education engineering (EDUCON)

作者： Salaheddin Odeh Yazid Al-Khatib Electronic and Computer Engineering Master Program Faculty of Engineering Al-Quds University Jerusalem Palestine

A prototype of a remote lab for providing cloud computer resources in optimal manner to achieve an infrastructure lab service is discussed. It has the ability to offer training sessions for different operating systems and networking techniques that are used to build hybrid IT infrastructure solutions. Topologies consisting of machine servers equipped with different operating systems such as Linux, Windows, Solaris etc. that are coupled with each other through different network components and devices, presents an IT infrastructure solution. Such a laboratory will solve many of the problems facing students in developing countries, as academic institutions are not equipped with the appropriate platforms and network components for teaching IT. Moreover, IT departments of business enterprises or IT academic institutions will save big amounts of money as there is no necessity to purchase such expensive systems. Currently, the first prototype is being built using VMware ESX server, VMware vSphere client, GNS3, among others. The development environments used have the capability to manage large pools of virtualized computing infrastructure, including software and hardware. The research is also aimed at carrying out a comparative evaluation to measure some pedagogic and usability criteria.

关键词： Servers computers Cloud computing Operating systems Companies Training

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Fuzzy control of a CSTR process

Fuzzy control of a CSTR process

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2012 8th International Symposium on Mechatronics and its Applications, ISMA 2012

作者： Almalki Al-Jehani, Nejoud Nounou, Hazem N. Nounou, Mohamed N. Electrical and Electronic Engineering Department Imperial College South Kensingtom Campus London SW7 2AZ United Kingdom Electrical and Computer Engineering Program Texas A and M University at Qatar P.O. Box 23874 Doha Qatar Chemical Engineering Program Texas A and M University at Qatar Doha Qatar

ISBN: (纸本)9781467308625

In recent years, the high demand for methods to satisfy process plants performance requirements has shed the light on the subject of process control. This subject has become increasingly important as a result of the large emphasis placed on environmental and safety regulations, plant efficiency and economic factors. The primary objective of process control is to maintain a process at the desire operating conditions safely and efficiently, while satisfying environment and product quality requirements [1]. The nonlinear nature of these processes requires other methods than conventional control. Fuzzy controllers are a practical alternative for such processes and provide human experts the ability to control the process by having intuitive understanding of it. Fuzzy controllers are knowledge-based controllers and do not involve or require a mathematical model of the process throughout its design and implementation. This paper addresses the application of fuzzy control to a continually stirred tank reactor (CSTR). The paper demonstrates the feasibility of this method in light of a highly nonlinear chemical process as such. © 2012 IEEE.

关键词： Fuzzy control

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E-collaborative remote engineering labs

E-collaborative remote engineering labs

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IEEE Education engineering (EDUCON)

作者： Salaheddin Odeh Eiman Ketaneh Electronic and Computer Engineering Master Program Faculty of Engineering Al-Quds University Abu Dies Jerusalem Palestine

Collaborative working environments for distance education can be considered as a more generic form of contemporary remote labs. To make this revolutionary learning environment possible, we must allow the different users to carry out an experiment simultaneously. In recent times, multi-user environments are successfully applied in many applications such as air traffic control systems, team-oriented military systems, chat-text tools, multi-player games etc. In this investigation, collaborative working environments from theoretical and practical perspectives are considered in order to build an effective collaborative real lab, which allows two students or more to conduct remote experiments at the same time as a team. In order to achieve this goal, we have implemented distributed system architecture, enabling students to obtain an automated help by either a human tutor or a rule-based e-tutor.

关键词： Collaboration Collaborative work computers Education Internet Humans Software

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Fuzzy control of a CSTR process

Fuzzy control of a CSTR process

引用

International Symposium on Mechatronics and Its Applications, ISMA

作者： Nejoud Almalki Al-Jehani Hazem N. Nounou Mohamed N. Nounou Electrical and Electronic Engineering Department Imperial College London London UK The Electrical and Electronic Engineering Department South Kensingtom Campus London UK The Electrical and Computer Engineering Program Texas A&M University at Qatar Doha Qatar The Chemical Engineering Program Texas A&M University at Qatar Doha Qatar

关键词： Tin

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Applying MVC to Evolutionary Acquisition IRPM

Applying MVC to Evolutionary Acquisition IRPM

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2012 International Conference on Smart Grid Systems(ICSGS 2012)

作者： Patrick Letouze Mariwaldo G. Caetano Joāo Y. Ishihara David Prata George Brito UFT-Federal University of Tocantins Brazil:Department of Computer Science UnB-University of Brasilia Brazil:Department of Electrical EngineeringPGEA-Program of Post-Graduation in Electronic and Automation Systems Engineering

This work presents a combination of the Model-View-Controller pattern with the Evolutionary Acquisition Interdisciplinary Research Project Management for web services *** intends to promote an increase in productivity and to facilitate interdisciplinary web services *** consists of an independent database for users' feedback that together with technological opportunities and evolving threats considerations may start a new release of the system allowing a dynamic evolution through acquiring new features or correcting errors,but the new release decision is not *** other words,web service evolution is accomplished adding requirements analysis into the Model-View-Controller pattern,which is incorporated into Interdisciplinary Research Project Management.

关键词： Evolutionary acquisition,IRPM,MVC,project management,software engineering,web services.

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Low-distortion balanced transconductor-C ladder filters without common-mode feedback

Low-distortion balanced transconductor-C ladder filters with...

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Midwest Symposium on Circuits and Systems (MWSCAS)

作者： Antonio Carlos M. de Queiroz Igor Oliveira Gameleiro COPPE/EP-Electrical Engineering Program Federal University of Rio de Janeiro Rio de Janeiro Brazil EP-Department of Electronic and Computer Engineering Federal University of Rio de Janeiro Rio de Janeiro Brazil

This work shows how balanced transconductor-C low-pass ladder filters using a different arrangement of the transconductors to reduce distortion can also have stable common-mode natural frequencies, not requiring common-mode stabilization circuits. Simulated distortion results are presented, interesting sensitivity properties of these filters are discussed, and some limitations of the technique are mentioned.

关键词： Passive filters Low pass filters Sensitivity Passband Prototypes Poles and zeros

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A parallel Ray Tracing architecture suitable for application-specific hardware and GPGPU implementations

A parallel Ray Tracing architecture suitable for application...

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2011 14th Euromicro Conference on Digital System Design: Architectures, Methods and Tools, DSD 2011

作者： Nery, Alexandre S. Nedjah, Nadia Franca, Felipe M.G. Jozwiak, Lech LAM - Computer Architecture and Microelectronics Laboratory Systems Engineering and Computer Science Program COPPE Universidade Federal Rio de Janeiro Brazil Department of Electronics Engineering and Telecommunications Faculty of Engineering Universidade do Estado Rio de Janeiro Brazil Department of Electrical Engineering - Electronic Systems Eindhoven University of Technology Netherlands

ISBN: (纸本)9780769544946

The Ray Tracing rendering algorithm can produce high-fidelity images of 3-D scenes, including shadow effects, as well as reflections and transparencies. This is currently done at a processing speed of at most 30 frames per second. Therefore, actual implementations of the algorithm are not yet suitable for interactive real-time rendering, which is required in games and virtual reality based applications. Fortunately, the algorithm allows for massive parallelization of its computations. In this paper, we present a parallel architecture for ray tracing based on a uniform spatial subdivision of the scene and exploiting an embedded computation of ray-triangle intersections. This approach allows for a significant acceleration of intersection computations, as well as, a reduction of the total number of the required intersections checks. Furthermore, it allows for these checks to be performed in parallel and in advance for each ray. In this paper we discuss and analyze an ASIP-based implementation using FPGAs and a GPGPU-based parallel implementation of the proposed architecture. The performance of both implementations are reported and compared." © 2011 IEEE.

关键词： Ray tracing

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