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Latency insensitive task scheduling for real-time video processing and streaming

Latency insensitive task scheduling for real-time video proc...

引用

7th international conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2005

作者： Xu, Richard Y. D. Jin, Jesse S. Faculty of Information Technology University of Technology Broadway NSW 2007 Australia School of Design Communication and I.T. University of Newcastle Callaghan NSW 2308 Australia

ISBN: (纸本)354029032X

In recent times, computer vision and pattern recognition (CVPR) technologies made automatic feature extraction, events detection possible in real-lime, on-the-fly video processing and streaming systems. However, these multiple and computational expensive video processing tasks require specialized processors to ensure higher frame rate output. We propose a framework for achieving high video frame rate using a single processor high-end PC while multiple, computational video tasks such as background subtraction, object tracking, recognition and facial localization have been performed simultaneously. We show the framework in detail, illustrating our unique scheduler using latency insensitive tasks distribution and the execution coulent parameters generation function (PGF). the experiments have indicated successful results using high-end consumer type PC. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Real time systems

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Wrapping and integrating heterogeneous relational data with OWL

Wrapping and integrating heterogeneous relational data with ...

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作者： Suwanmanee, Seksun Benslimane, Djamal Champin, Pierre-Antoine thiran, Philippe LIRIS Laboratory University of Lyon 1 8 Bd Niels Bohr 69622 Villeurbanne cedex France Computer Science Department Eindhoven University of Technology Den Dolech 2 5600 MB Eindhoven Netherlands

ISBN: (纸本)9728865198

the Web-based information systems have been much developed since the Internet is known as a global accessible open network. the Semantic Web vision aims at providing supplementary meaningful information (meta-data) about Web resources in order to facilitate automatic processing by machines and interoperability between different systems. In this paper, we present an approach for the integration of heterogeneous databases in the Semantic Web context using semantic mediation approach based on ontology. the standard OWL language is used here as the ontology description language to formalize ontologies of local data resources and to describe their semantic correspondences in order to construct an integrated information system. We propose an architecture adopting mediator-wrapper approach for a mediation based on OWL. Some illustrations of database wrapping and semantic mediation using OWL are also presented in the paper.

关键词： Semantic Web

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information and communication technologies, libraries and the role of library professionals in the 21st century: With special reference to bangladesh 7th

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7th international conference on Asian Digital Libraries, ICADL 2004

作者： Rahman, Md. Anisur Uddin, Md. Hanif Akhter, Ragina Library and Information Services Unit Poverty and Health Resource Centre ICDDR B: Centre for Health and Population Research GPO Box 128 Dhaka1000 Bangladesh Mohakhali Dhaka1212 Bangladesh Department of Information Science and Library Management University of Dhaka Ramna Dhaka1000 Bangladesh Bangladesh Shishu Academy Old High Court Area Ramna Dhaka1000 Bangladesh

ISBN: (纸本)9783540240303

information and communication technologies (ICT) facilitate the process of identification, collection, storing, processing and disseminating of information. the library and information science professionals are utilizing ICT to keep pace with the problem of information explosion. the benefit of instant access to digital information is the most distinguishing attribute of the information age. In this paper, the authors tried to highlight the libraries/information centers in the 21st century, the different components of providing digital information services, and information and Communication technology’s role in modernizing libraries. In Bangladesh, the use of ICT is yet to take off. In absence of strong telecommunication the Internet facility is not spread out successfully. Financial constraints are the major hindrance for its growth at the national, local and organizational levels. As a result, the implementation of ICT facilities for libraries is not receiving adequate support from their parent body. Most of the libraries in Bangladesh do not have computer facilities. the print media is still a major source of information in libraries. However, the situation is changing, and the library professionals should be ready for everything to cope with the new ICT used in libraries/information centers. In this paper, the authors intended to emphasize the expected change in libraries/information centers in respect of user services and how to cope up with. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Libraries

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A state-space search approach for optimizing reliability and cost of execution in distributed sensor networks 1

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7th international Workshop on Distributed Computing, IWDC 2005

作者： Sekhar, Archana Manoj, B.S. Siva Ram Murthy, C. McKinsey and Company Mumbai 400 021 India Department of Electrical and Computer Engineering University of California at San Diego San Diego CA 92093 United States Department of Computer Science and Engineering Indian Institute of Technology Madras Chennai 600 036 India

ISBN: (数字)9783540324287

ISBN: (纸本)3540309594

Sensor networks are increasingly being used for applications which require fast processing of data, such as multimedia processing. Distributed computing can be used on a sensor network to reduce the completion time of a task and distribute the energy consumption equitably across all sensors. the distribution of task modules to sensors should consider not only the time and energy savings, but must also improve reliability of the entire task execution. We formulate the above as an optimization problem, and use the A* algorithm with improvements to determine an optimal static allocation of modules among a set of sensors. We also suggest a faster but suboptimal algorithm, called the greedy A* algorithm. Both algorithms have been simulated, and the results have been compared in terms of energy savings, decrease in completion time of the task, and the deviation of the sub-optimal solution from the optimal one. the sub-optimal solution required 8-35% less computation, at the cost of 2.5-15% deviation from the optimal solution in terms of average energy spent per sensor node. Both the A* and greedy A* algorithms have been shown to distribute energy consumption more uniformly across sensors than centralized execution. the greedy A* algorithm is found to be scalable, as the number of evaluations in determining the allocation increases linearly with the number of sensors. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Distributed computer systems

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A new rate-distortion optimization using structural information in H.264 I-frame encoder

A new rate-distortion optimization using structural informat...

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7th international conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2005

作者： Mai, Zhi-Yi Yang, Chun-Ling Po, Lai-Man Xie, Sheng-Li School of Electronic and Information Engineering South China University of Technology Guangzhou Guangdong 510640 China Department of Electronic Engineering City University of Hong Kong 83 Tat Chee Avenue Kowloon Tong Hong Kong

ISBN: (纸本)354029032X

Rate-distortion optimization is the key technique in video coding standards to efficiently determine a set of coding parameters. In the R-D optimization for H.264 I-frame encoder, the distortion (D) is measured as the sum of the squared differences (SSD) between the reconstructed and the original blocks, which is same as MSE. Recently, a new image measurement called Structural Similarity (SSIM) based on the degradation of structural information was brought forward. It is proved that the SSIM can provide a better approximation to the perceived image distortion than the currently used PSNR (or MSE). In this paper, a new rate-distortion optimization for H.264 I-frame encoder using SSIM as the distortion metric is proposed. Experiment results show that the proposed algorithm can reduced 2.2-6.45% bit rate while maintaining the perceptual quality. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Image coding

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Image formation in highly turbid media by adaptive fusion of gated images

Image formation in highly turbid media by adaptive fusion of...

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7th international conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2005

作者： Sluzek, Andrzej Seong, Tan Ching Nanyang Technological University School of Computer Engineering Nanyang Avenue Singapore 639798 Singapore Singapore Institute of Manufacturing Technology 71 Nanyang Drive Singapore 638075 Singapore

ISBN: (纸本)354029032X

A visibility enhancement technique for highly-scattering media (e.g. turbid water) using an adaptive fusion of gated images is proposed. Returning signal profiles produced by gated imaging contain two peaks: the backscattering peak followed by the target-reflected peak. the timing of the backscattering peak is determined by the laser pulse parameters, while the location of second peak depends on the target distance. thus, a sequence of gated images ranged over a variety of distances can be used to visualize scenes of diversified depths. For each fragment of the scene, the gated image containing the maximum signal strength (after ignoring the backscattering peak) is identified to form the corresponding fragment of the fused image. this unique capability of capturing both visual and depth information can lead to development of fast and robust sensors for vision-guided navigation in extremely difficult conditions. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Image reconstruction

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Lossless coding of audio signals using cascaded peak to valley linear prediction

Lossless coding of audio signals using cascaded peak to vall...

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IEEE international conference on Networks

作者： M. El-Sonni Y. El-Sonbaty A.F. Tobail College of Computing and Information Technology Arab Academy for Science Technology and Maritime Transport Alexandria Egypt

In this paper a new predictive lossless coding scheme is proposed. the prediction is based on a cascaded peak to valley linear prediction method (PVLP). this method is based on simple linear prediction between the detected feature points. Experimental results on different types of music and songs show a new competitive compression ratio compared to the other algorithms of the lossless audio compression.

关键词： Audio compression computer vision Decoding Educational institutions information technology Prediction methods Audio coding Signal processing Streaming media Communication channels

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Case based reasoning approach to automatic comparison of models

Case based reasoning approach to automatic comparison of mod...

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international conference on information Fusion

作者： T. Ala-Kleemola M. Merta A. Visa P. Johansson Institute of Signal Processing Tampere University of Technology Tampere Finland

In recent years much work has been done to find regularities in data streams. Normally streams are complete and well ordered. Major defects, such as incomplete or misleading events, occur in practice at least after some finite time. In this paper we describe a method developed for recognizing previously known patterns from a data stream. the solution is based on case based reasoning (CBR) with an extension to handle imperfect information. We also introduce a new idea to use two different case-bases instead of only one. the performance has been evaluated using simulated data and the obtained results are considered encouraging.

关键词： computer aided software engineering Humans XML Signal processing Pattern recognition Mathematical model Containers Business

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Surveillance by means of a random sensor network: a heterogeneous sensor approach

Surveillance by means of a random sensor network: a heteroge...

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international conference on information Fusion

作者： A. Farina G. Golino A. Capponi C. Pilotto Selex Sistemi Integrati Rome Italy Computer Science California Institute of Technology Pasadena CA USA Computer Science University of Roma La Sapienza Rome Italy

A distributed approach to the surveillance is presented. A clustering architecture is modelled and the behavior of the corresponding heterogeneous random network with self-organizing capability is investigated. Two types of sensors, simple and complex, spread out over the surveillance area. Simple sensors can only compute binary information (yes or no detection); complex sensors, instead, are able to form a target track. A two-way efficient local communication among sensors is hypothesized. From it, a global coherent behaviour of the network emerges, and the resulting network is able to track the moving objects. Benefits and drawbacks of our solution are analysed by means of Monte Carlo simulations.

关键词： Surveillance Radar tracking Target tracking Acoustic sensors Signal processing Infrared sensors Sensor systems computer science Monitoring Remuneration

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An adaptive load-balancing approach to XML-based network management using JPVM

An adaptive load-balancing approach to XML-based network man...

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IEEE international conference on Networks

作者： M.H. Sqalli S. Sirajuddin Computer Engineering Department King Fahd University of Petroleum and Minerals Dhahran Saudi Arabia

SNMP is the most widely used network management protocol. Since SNMP is based on a centralized approach, it is confronted with scalability and efficiency problems when the network expands. XML-based network management is a new paradigm developed to overcome these limitations. In this paper, we propose a framework for adaptive load-balancing using JPVM for XML-based network management. the goal is to increase the efficiency of processing the management data, and decrease the communication time by distributing the management load across multiple XML/SNMP gateways. the load distribution among multiple gateways is adapted to achieve better results.

关键词： XML computer network management Load management Access protocols Engineering management computer networks Scalability technology management information management Content management

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