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Face recognition using illumination-invariant local patches

Face recognition using illumination-invariant local patches

引用

international conference on Intelligent and Advanced systems, ICIAS

作者： Amir A. Shafie Fadhlan Hafiz Yasir M. Mustafah Faculty of Engineering International Islamic University Kuala Lumpur Malaysia Faculty of Electrical Engineering University of Technology MARA Selangor Malaysia

Illumination variation that span globally and locally across the facial surface is one of the most important aspect in designing a robust face recognition system. the illumination variations due to changes in lighting conditions could produce different shape of shading on the face thus deforming the facial features. the effect of these variations is simply more severe in the presence of single-sample constraint since there would be many variables with very limited observations. Illumination variations have been modelled in literature as a series of undetermined multiplicative and additive noise, hence it is more convenient to eliminate or reduce the effect rather than computing them. In this paper, we present an illumination-invariant method where we use local features as basis for face classification which is obtained from partitioning histogram-equalized faces into smaller overlapping local patches (LPs). We can achieve illumination-invariance for these LPs by subtracting the vectors with local average illumination and then these vectors are logarithmically normalized to enhance the local contrast. the degree of invariance is controlled by a weight connected to the average intensity component. We have tested this method in single sample face recognition setting on AR Database and Extended YALE B Database. Recognition results show that the proposed method is suitable for robust face recognition since it achieve good performance in both even illumination and uneven illumination cases.

关键词： Lighting Face recognition Principal component analysis Face Histograms Robustness Noise

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Parallel simulations of optical communication systems

Parallel simulations of optical communication systems

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international conference on Transparent Optical Networks

作者： Nikolay Karelin Gena Shkred Alexander Simonov Sergei Mingaleev Igor Koltchanov André Richter VPI Development Center Minsk Belarus VPI Development Center Chapaeva str. 5-111 220034 Minsk Belarus VPlphotonics GmbH Berlin Germany

ISBN: (纸本)9781479956029

Sophisticated numerical simulations represent an indispensable tool for developing new optical communication systems and solutions. With wider availability of parallel computing hardware (most notably, multi-core CPUs and GPUs) it becomes increasingly important to effectively parallelize simulation algorithms. In this paper, we review the main principles and common pitfalls of parallel simulations for optical systems and components. the addressed topics include signal propagation in fibers, fiber gratings, active and passive semiconductor components, parallel simulations of transmission systems and photonic integrated circuits represented by networks of modules, as well as general-purpose optimization tasks.

关键词： Computational modeling Optical fiber communication Integrated circuit modeling Central Processing Unit Multicore processing Optical fiber devices Optimization

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13th international conference on systems Simulation, AsiaSim 2013

13th International Conference on Systems Simulation, AsiaSim...

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13th international conference on systems Simulation, AsiaSim 2013

ISBN: (纸本)9783642450365

the proceedings contain 63 papers. the special focus in this conference is on systems Simulation. the topics include: A multi-threaded execution model for the agent-based SEMSim traffic simulation;a latency-hiding scheme for adjacent interaction simulation on multi-core/many-core clusters;to execute the C4ISR architecture based on DoDAF and simulink;a new decision support system for the obesity epidemic;an agent framework for high performance simulations over multi-core clusters;a behavior based crowd simulation framework for riot controlling in city environment;modified shuffled frog leaping algorithm for simulation capability scheduling problem;improved shuffled frog leaping algorithm for solving multi-aisle automated warehouse scheduling optimization;solving battalion rescheduling problem using multi-objective genetic algorithms;research on co-simulation method in ADAMS and MATLAB for missile seeker's stabilization platform design;an automatic registration method based on fiducial marker for image guided neurosurgery system;compression for large-scale time-varying volume data using spatio-temporal features;the division method in visualization of high frequency electromagnetic wave propagation for distributed computing on CAVE system;3D fused visualization based on particles-based rendering with opacity using volume texture;error modeling of hardware-in-the-loop simulation system and its influence analysis for a certain missile;choosing models of appropriate resolutions for simulation: a MRM approach;effects of random number generators on V2X communication simulation;generating the confidence interval of time averaged estimator using threshold bootstrap;reliability analysis method using dynamic reliability block diagram based on DEVS formalism;a yaw rate tracking control of active front steering system using composite nonlinear feedback;two-stage nested optimization-based uncertainty propagation method for uncertainty reduction;intelligent identification methods f

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Hybrid Artificial Intelligent systems: 8th international conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. proceedings 1

引用

丛书名： Lecture Notes in Computer Science 8073

2013年

作者： Mailyn Moreno, Alejandro Rosete, Juán Pavón (auth.), Jeng-Shyang Pan, Marios M. Polycarpou, Michał Woźniak, André C. P. L. F. de Carvalho, Héctor Quintián, Emilio Corchado (eds.)

ISBN: (数字)9783642408465

ISBN: (纸本)9783642408458;9783642408465

this volume constitutes the proceedings of the 8th international conference on Hybrid Artificial Intelligent systems, HAIS 2013, held in Salamanca, Spain, in September 2013. the 68 papers published in this volume were carefully reviewed and selected from 218 submissions. they are organized in topical sessions on Agents and Multi Agents systems; HAIS Applications; Classification and Cluster Analysis; Data Mining and Knowledge Discovery; Video and Image Analysis; Bio-inspired Models and Evolutionary Computation; Learning algorithms; systems, MAN, and Cybernetics; Hybrid Intelligent systems for Data Mining and Applications; Metaheuristics for Combinatorial Optimization and Modelling Complex systems.

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Knowledge Engineering, Machine Learning and Lattice computing with Applications: 16th international conference, KES 2012, San Sebastian, Spain, September 10-12, 2012, Revised Selected Papers 1

引用

丛书名： Lecture Notes in Computer Science 7828 Lecture Notes in Artificial Intelligence

2013年

作者： Tadeusz Lasota, Zbigniew Telec, Bogdan Trawiński, Grzegorz Trawiński (auth.), Manuel Graña, Carlos Toro, Robert J. Howlett, Lakhmi C. Jain (eds.)

ISBN: (数字)9783642373435

ISBN: (纸本)9783642373428;9783642373435

this book constitutes the refereed proceedings of the 16th international conference on Knowledge-Based and Intelligent Information and Engineering systems, KES 2012, held in San Sebastian, Spain, in September 2012. the 20 revised full papers presented were carefully reviewed and selected from 130 submissions. the papers are organized in topical sections on bioinspired and machine learning methods, machine learning applications, semantics and ontology based techniques, and lattice computing and games.

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5th workshop on cloud computing 14

5th workshop on cloud computing

引用

proceedings of 24th Annual international conference on Computer Science and Software Engineering

作者： Marin Litoiu Joe Wigglesworth Tinny Ng York University IBM

the shared computing and communication infrastructure, known as cloud computing, is supporting a growing number of companies to drive their core businesses. the Cloud term characterizes the end-users perspective: it offers services the users access as outsiders (which could be in the form of a computing and communication platform or infrastructure or an application) while being agnostic about the technology underlying it. the implementation details are abstracted away, and the service/computing is consumed as a pay-per-use service and not acquired as an asset. From the service-provider's perspective, a number of technologies can be deployed to deliver the end-user experience. When the provider is outside of the end user's organization, it is called the public cloud or just the cloud. the same underlying technology can be used to provide similar infrastructure / platforms / software within the organization, perhaps offered by a separate business unit or to take advantage of the benefits while maintaining control; in this case, the term private cloud is used. Separate clouds (separated by technology or management or geography) unified to appear as one are termed federated clouds. When the federated clouds are running different technologies, and in particular do not natively expose same APIs, a more specialized term is a heterogeneous federated cloud. When the clouds being federated are composed of both private and public clouds, the result is a hybrid cloud. Cloud offerings are often classified into three main -as-a-Service (-aaS) categories: Infrastructure-,Platform-, and Software-. Other categories are sometimes used to describe specific implementations of these categories Storage-aaS, Management-aaS, etc.

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FOREWORD TO thE SPECIAL ISSUE ON SELECTED PAPERS FROM thE 5th international conference ON BIOINFORMATICS AND COMPUTATIONAL BIOLOGY (BICoB 2013)

引用

JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY 2013年第5期11卷 1302002-1302002页

作者： Dasgupta, Bhaskar Al-Mubaid, Hisham Saeed, Fahad Univ Illinois Chicago IL 60607 USA Univ Houston Clear Lake Houston TX USA NIH Bethesda MD USA

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5th international Workshop on Principles of Engineering Service-Oriented systems (PESOS 2013)

5th International Workshop on Principles of Engineering Serv...

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35th international conference on Software Engineering (ICSE)

作者： Bianculli, Domenico Lago, Patricia Lewis, Grace A. Paik, Hye-Young Univ Luxembourg SnT Ctr Luxembourg Luxembourg Univ New South Wales Sydney NSW 2052 Australia Carnegie Mellon Software Engn Inst Pittsburgh PA USA Vrije Univ Amsterdam Amsterdam Netherlands

ISBN: (纸本)9781467330763

PESOS 2013 is a forum that brings together software engineering researchers from academia and industry, as well as practitioners working in the areas of service-oriented systems to discuss research challenges, recent developments, novel application scenarios, as well as methods, techniques, experiences, and tools to support engineering, evolution and adaptation of service-oriented systems. the special theme of the 5th edition of PESOS is "Service Engineering for the Cloud" the goal is to explore approaches to better engineer service-oriented systems, to either take advantage of the qualities offered by cloud infrastructures or to account for lack of full control over important quality attributes. PESOS 2013 also continues to be the key forum for collecting case studies and artifacts for educators and researchers in this area.

关键词： Software engineering services SOA service-oriented architecture service-oriented systems cloud computing cloud services

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Cross-Cultural Design. Cultural Differences in Everyday Life 2013

引用

丛书名： Lecture Notes in Computer Science

2013年

作者： P.L.Patrick Rau

ISBN: (数字)9783642391378

ISBN: (纸本)9783642391361

this is the second part of the two-volume set (LNCS 8023-8024) that constitutes the refereed proceedings of the 5th international conference on Cross-Cultural Design, held as part of the 15th international conference on Human-Computer Interaction, HCII 2013, held in Las Vegas, USA in July 2013, jointly with 12 other thematically similar conferences. the total of 1666 papers and 303 posters presented at the HCII 2013 conferences was carefully reviewed and selected from 5210 submissions. these papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. the papers accepted for presentation thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. this two-volume set contains 113 papers. the papers in this volume focus on the following topics: cultural issues in business and industry; culture, health and quality of life; cross-cultural and intercultural collaboration; culture and the smart city; cultural differences on the Web.

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Gemini Planet Imager Observational Calibrations I: Overview of the GPI Data Reduction Pipeline 5

Gemini Planet Imager Observational Calibrations I: Overview ...

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5th conference on Ground-Based and Airborne Instrumentation for Astronomy

作者： Perrin, Marshall D. Maire, Jerome Ingraham, Patrick Savransky, Dmitry Millar-Blanchaer, Max Wolff', Schuyler G. Ruffio, Jean-Baptiste Wang, Jason J. Draper, Zachary H. Sadakuni, Naru Marois, Christian Rajan, Abhijith Fitzgerald, Michael P. Macintosh, Bruce Graham, James R. Doyon, Rene Larkin, James E. Chilcote, Jeffrey K. Goodsell, Stephen J. Palmer, David W. Labrie, Kathleen Beaulieu, Mathilde De Rosa, Robert J. Greenbaum, Alexandra Z. Hartung, Markus Hibon, Pascale Konapacky, Quinn Lafreniere, David Lavigne, Jean-Francois Marchis, Franck Patience, Jenny Pueyo, Laurent Rantakyroe, Fredrik T. Soummer, Remi Sivaramakrishnan, Anand thomas, Sandrine Ward-Duong, Kimberly Wiktorowicz, Sloane Space Telescope Sci Inst 3700 San Martin Dr Baltimore MD 21218 USA Univ Toronto Dunlap Inst Astrophys Toronto ON M5S 3H4 Canada Stanford Univ Kavli Inst Particle Astrophys & Cosmol Stanford CA 94305 USA Univ Montreal Dept Phys Montreal PQ H3C 3J7 Canada Cornell Univ Sibley Sch Mech & Aerosp Engn Ithaca NY 14853 USA Univ Toronto Dept Astron & Astrophys Toronto ON M5S 3H4 Canada Johns Hopkins Univ Dept Phys & Astron Baltimore MD 21218 USA SETI Inst Carl Sagan Ctr Mountain View CA 94043 USA Univ Calif Berkeley Dept Astron Berkeley CA 94720 USA Univ Victoria Victoria BC V8P 5C2 Canada Natl Res Council Canada Herzberg Victoria BC V9E 2E7 Canada Gemini Observ La Serena Chile Arizona State Univ Sch Earth & Space Explorat Tempe AZ 85287 USA UCLA Dept Phys & Astron Los Angeles CA 90095 USA Lawrence Livermore Natl Lab Livermore CA 94551 USA Gemini Observ Hilo HI 96720 USA Univ Nice Sophia Antipolis CNRS UMR 7293 Observ Cote Azur Nice 06108 2 France Univ Exeter Coll Engn Math & Phys Sci Sch Phys Exeter EX4 4QL Devon England ABB Inc Quebec City PQ Canada NASA Ames Res Ctr Moffett Field CA 94035 USA UC Santa Cruz UARC Santa Cruz CA 95065 USA Univ Calif Santa Cruz Santa Cruz CA 95064 USA

ISBN: (纸本)9780819496157

the Gemini Planet Imager (GPI) has as its science instrument an infrared integral field spectrograph/polarimeter (IFS). Integral field spectrographs are scientificially powerful but require sophisticated data reduction systems. For GPI to achieve its scientific goals of exoplanet and disk characterization, IFS data must be reconstructed into high quality astrometrically and photometrically accurate datacubes in both spectral and polarization modes, via flexible software that is usable by the broad Gemini community. the data reduction pipeline developed by the GPI instrument team to meet these needs is now publicly available following GPI's commissioning. this paper, the first of a series, provides a broad overview of GPI data reduction, summarizes key steps, and presents the overall software framework and implementation. Subsequent papers describe in more detail the algorithms necessary for calibrating GPI data. the GPI data reduction pipeline is open source, available from planetimager. org, and will continue to be enhanced throughout the life of the instrument. It implements an extensive suite of task primitives that can be assembled into reduction recipes to produce calibrated datasets ready for scientific analysis. Angular, spectral, and polarimetric differential imaging are supported. Graphical tools automate the production and editing of recipes, an integrated calibration database manages reference files, and an interactive data viewer customized for high contrast imaging allows for exploration and manipulation of data.

关键词： exoplanets high contrast imaging integral field spectroscopy polarimetry data processing

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