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A Robust Descriptor based on Weber's Law

A Robust Descriptor based on Weber's Law

引用

26th IEEE Conference on computer Vision and Pattern Recognition (CVPR 2008), vol.8

作者： Jie Chen Shiguang Shan Guoying Zhao Xilin Chen Wen Gao Matti Pietikainen School of Computer Science and Technology Harbin Institute of Technology Harbin China Machine Vision Group Department of Electrical and Information Engineering University of Oulu Finland Languages Informatics Systems and Software Engineering Department Faculty of Computer Science Chinese Academy and Sciences Beijing China

Inspired by Weber's Law, this paper proposes a simple, yet very powerful and robust local descriptor, Weber Local Descriptor (WLD). It is based on the fact that human perception of a pattern depends on not only the change of a stimulus (such as sound, lighting, et al.) but also the original intensity of the stimulus. Specifically, WLD consists of two components: its differential excitation and orientation. A differential excitation is a function of the ratio between two terms: One is the relative intensity differences of its neighbors against a current pixel;the other is the intensity of the current pixel. An orientation is the gradient orientation of the current pixel. For a given image, we use the differential excitation and the orientation components to construct a concatenated WLD histogram feature. Experimental results on Brodatz textures show that WLD impressively outperforms the other classical descriptors (e.g., Gabor). Especially, experimental results on face detection show a promising performance. Although we train only one classifier based on WLD features, the classifier obtains a comparable performance to state-of-the-art methods on MIT+CMU frontal face test set, AR face dataset and CMU profile test set.

关键词： Robustness Face detection Humans Content addressable storage Testing Psychology Laboratories Machine intelligence Information processing computers

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Adaptive Fusion of Gait and Face for Human Identification in Video

Adaptive Fusion of Gait and Face for Human Identification in...

引用

IEEE Workshop on Applications of computer Vision (WACV)

作者： Xin Geng Liang Wang Ming Li Qiang Wu Kate Smith-Miles School of Engineering and Information Technology Deakin University VIC Australia Department of Computer Science and Software Engineering University of Melbourne VIC Australia Faculty of Information Technology University of Technology Sydney NSW Australia

Most work on multi-biometric fusion is based on static fusion rules which cannot respond to the changes of the environment and the individual users. This paper proposes adaptive multi-biometric fusion, which dynamically adjusts the fusion rules to suit the real-time external conditions. As a typical example, the adaptive fusion of gait and face in video is studied. Two factors that may affect the relationship between gait and face in the fusion are considered, i.e., the view angle and the subject-to-camera distance. Together they determine the way gait and face are fused at an arbitrary time. Experimental results show that the adaptive fusion performs significantly better than not only single biometric traits, but also those widely adopted static fusion rules including SUM, PRODUCT, MIN, and MAX.

关键词： Face Humans Biometrics Cameras Information technology Fusion power generation Legged locomotion computer science software engineering Fingerprint recognition

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A Fuzzy Particle Swarm Approach to Multiobjective Quadratic Assignment Problems

A Fuzzy Particle Swarm Approach to Multiobjective Quadratic ...

引用

Asia International Conference on Modeling & Simulation

作者： Mingyan Zhao Ajith Abraham Crina Grosan Hongbo Liu School of Software Dalian University of Technology Dalian China Centre for Quantifiable Quality of Service in Communication Systems Norwegian University of Science and Technology Trondheim Norway Department of Computer Science Faculty of Mathematics and Computer Science Babes Bolyai University Cluj-Napoca Romania School of Computer Science and Engineering Dalian Maritime University Dalian China

The multiobjective Quadratic Assignment Problem (mQAP) is considered as one of the hardest optimization problems but with many real-world applications. Since it may not be possible to simply weight the importance of each flow for the mQAP, it is best to use Pareto optimization to obtain the Pareto front or an approximation of it. Although Particle Swarm Optimization (PSO) algorithm has exhibited good performance across a wide range of application problems, research on mQAP has not much been investigated. This paper introduces a fuzzy particle swarm algorithm to handle the Multiobjective Quadratic Assignment Problem (mQAP). In the fuzzy scheme, the representations of the position and velocity of the particles in the conventional PSO is extended from the real vectors to fuzzy matrices. A new mapping is introduced between the particles in the swarm and the problem space in an efficient way. We evaluated the performance of the proposed approach. Empirical results illustrate that the approach can be applied for solving mQAP's very effectively.

关键词： Particle swarm optimization computer science Ant colony optimization Asia Mathematical model computer simulation Fuzzy systems Communication system software software quality Quality of service

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Graph Partitioning Technique for Separating Nets in Single-row Networks

Graph Partitioning Technique for Separating Nets in Single-r...

引用

2008年国际电子商务、工程及科学领域的分布式计算和应用学术研讨会

作者： Norazaliza Mohd.Jamil Noraziah Ahmad Shaharuddin Salleh Faculty of Computer Systems & Software Engineering Universiti Malaysia PahangLocked Bag 1225000KuantanPahangMalaysia Department of Mathematics Faculty of ScienceUniversiti Teknologi Malaysia81310Johor BahruMalaysia

Single-row routing is fundamentally a routing technique for pairs of nodes arranged in a single-row *** contributes in the printed circuit hoard(PCB)design. The main objective in single-row routing is to achieve minimum congestion arising from the number of horizontal tracks in the *** results for a single layer network have been achieved through our previous model called ***,a single layer model suffers from non-tolerable lower bound values with high congestion depending on the network size. These results may further be improved by partitioning the network into two or more *** this paper,we propose a technique based on the graph partitioning concept for partitioning the nodes from a single-row network into several layers of planar *** experiment result shows that the proposed technique is able to decrease the network congestions.

关键词： Single-row routing ESSR graph partitioning maximum clique Kernighan-Lin algorithm

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Using DSL for Automatic Generation of software Connectors

Using DSL for Automatic Generation of Software Connectors

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International IEEE Conference on Commercial-off-the-Shelf (COTS)-Based software Systems

作者： Tomas Bures Michal Malohlava Petr Hnetynka Department of Software Engineering Faculty of Mathematics and Physics Charles University Prague Czech Republic Institute of Computer Science Academy of Sciences슠of the슠Czech Republic Prague Czech Republic

Component-based engineering is a recognized paradigm, which models an application as a collection of reusable components. The key idea behind components is that they contain only the business logic and communicate with one another only via well-defined interfaces. The communication paths among components (so called bindings) are in modern component systems realized by software connectors, which allow explicit modeling of communication and also its implementation at runtime. An important aspect of using connectors is the possibility of their automatic generation, which saves a significant amount of development work. However, the generation itself is not a trivial task, since there is a big semantic gap between the abstract specification of a connector at design time and its implementation at runtime. In this paper, we present an approach to generating implementations of software connectors. The approach is based on a new domain specific language for describing templates of connector implementations and a transformation framework using the Strate-go/XT term rewriting system for generating source code of connectors.

关键词： DSL Connectors Application software Runtime software reusability computer architecture Middleware Network servers software systems software engineering

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The Power of MOF-Based Meta-modeling of Components

The Power of MOF-Based Meta-modeling of Components

引用

Advanced software engineering and Its Applications, ASEA

作者： Petr Hnetynka Frantisek Plasil Department of Software Engineering Faculty of Mathematics and Physics Charles University Prague Czech Republic Institute of Computer Science Academy of Sciences슠of the슠Czech Republic Prague Czech Republic

To allow comfortable and easy development, component systems have to provide a rather a big set of development supporting tools including at least a tool for composition and repository for storing and retrieving components. In this paper, we evaluate and present advantages of using MOF and meta-modeling during definition of component system and also during development of the supporting tools. Most of the presented arguments are based on a broad practical experience with designing the component systems SOFA and SOFA 2; the former designed in the classical ad hoc manual way, while the latter via meta-modeling.

关键词： Metamodeling Application software software engineering computer science Mathematics Physics Manuals Containers Large-scale systems Natural languages

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GPU accelerated fast FEM deformation simulation

GPU accelerated fast FEM deformation simulation

引用

IEEE Asia-Pacific Conference on Circuits and Systems

作者： Youquan Liu Shaohui Jiao Wen Wu Suvranu De State Key Lab of Computer Science Institute of Software Chinese Academy and Sciences Beijing China Faculty of Science and Technology University of Macau Macao China Department of Computer Science and Engineering Chinese University of Hong Kong Hong Kong China Faculty of Information Technology Macau University of Science and Technology Macao China Department of Mechanical Aerospace and Nuclear Engineering Rensselaer Polytechnic Institute Troy NY USA

In this paper we present a general FEM (finite element method) solution that enables fast dynamic deformation simulation on the newly available GPU (graphics processing unit) hardware with compute unified device architecture (CUDA) from NVIDIA. CUDA-enabled GPUs harness the power of 128 processors which allow data parallel computations. Compared to the previous GPGPU, it is significantly more flexible with a C language interface. We not only implement FEM deformation computation algorithms with CUDA but also analyze the performance in detail. Our test results indicate that the GPU with CUDA enables about 4 times speedup for FEM deformation computation on an Intel(R) Core 2 Quad 2.0 GHz machine with GeForce 8800 GTX.

关键词： Acceleration Deformable models Computational modeling Finite element methods Graphics Hardware computer architecture Concurrent computing Performance analysis Algorithm design and analysis

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Distributed transaction semantic for Binary Vote Assignment Grid

Distributed transaction semantic for Binary Vote Assignment ...

引用

International Conference on Electrical engineering/Electronics, computer, Telecommunications and Information Technology, ECTI-CON

作者： A. Noraziah M. Mat Deris R. Norhayati M.Y.M. Saman Faculty of Computer System & Software Engineering Universiti Malaysia Pahang Kuantan Pahang Malaysia Faculty of Information & Technology Multimedia Universiti Tun Hussein Onn Malaysia Batu Pahat Malaysia Faculty chemical Engineering & Natural Resources Universiti Malaysia Pahang Kuantan Pahang Malaysia Faculty of Science & Technology University in Malaysia for Engineering Kuala Terengganu Terengganu Malaysia

This paper presents a new design to manage transaction and replication for distributed systems. First, we recall the binary vote assignment grid (BVAG) model that imposes neighbours binary vote assignment to its logical grid structure on replicated data copies. Based on this model, we extend our work to design the distributed transaction semantic in order to manage BVAG transaction both in normal and failure cases. We present an implementation of the system. The proposed distributed transaction semantic shows that the system preserves the data consistency and support advance fault-tolerant through synchronization approach.

关键词： Servers Distributed databases Peer to peer computing Availability Synchronization computers Linux

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Checking Session-Oriented Interactions between Web Services

Checking Session-Oriented Interactions between Web Services

引用

Euromicro Conference on software engineering and Advanced Applications (SEAA)

作者： Pavel Parizek Jiri Adamek Faculty of Mathematics and Physics Department of Software Engineering Distributed Systems Research Group Charles University Prague Czech Republic Institute of Computer Science Academy of Sciences슠of the슠Czech Republic Czech Republic

Although Web services are generally envisioned as being stateless, some of them are implicitly stateful. The reason is that the Web services often work as front-ends to enterprise systems and are used in a session-oriented way by the clients. Contrary to the case of stateless services, for a stateful Web service there exist constraints to the order in which the operations of the service may be invoked. However, specification of such constraints is not a standard part of a Web service interface, and compliance with such constraints is not checked by the standard Web service development tools. Therefore, we propose in this paper to extend a web service interface by a constraint definition that is based on behavior protocols. Also, we implemented a tool that checks whether a given BPEL code complies with the constraints of all stateful web services it communicates with. The key idea behind the tool is to translate the BPEL code into Java and then to check the Java program using Java PathFinder with behavior protocol extension.

关键词： Web services Java software engineering Simple object access protocol Standards development XML Application software Mathematics Physics computer science

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Pointwise Logic on Completely Distributive Lattices and Approximate Reasoning

Pointwise Logic on Completely Distributive Lattices and Appr...

引用

International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)

作者： Yalin Zheng Guang Yang Jing Zheng Jinsheng Xing State Key Laboratory for Intelligent Technology and Systems Department of Automation Faculty of Information Science and Technology Tsinghua University Beijing China Research Center of Intelligent Information Technology Department of Computer Science and Technology Faculty of Software Dongguan University of Science and Technology Dongguan China Research Center of Dongguan Economy Department of Economy and Commerce Dongguan University of Science and Technology Dongguan China Faculty of Mathematics and Computer Science Shanxi Normal University Linfen China Research Center of System Engineering Faculty of Electronic and Information Engineering Xi'an Jiaotong University Xi'an China

In this paper, we propose the basic framework of point- wise topological logic on completely distributive lattices and explore approximate reasoning in it. The logic of this paper is based on pointwise characterization, therefore the pointwise conception is pervasive. We explore approximate reasoning in abstract logical framework Fl on completely distributive lattice L. We propose the structure of point- wise topological logic F TL , the structure of matching function sigma. and the structure of matching neighborhood group. We investigate approximate reasoning in pointwise topological logic F TL with matching function sigma, develop pointwise topological algorithm of simple approximate reasoning, introduce the essential characteristics of this scheme.

关键词： Lattices Fuzzy logic computer science Knowledge engineering Fuzzy systems Information technology Laboratories Intelligent systems Automation Information science

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