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Efficient use of graphics cards in implementation of parallel image processing algorithms

Efficient use of graphics cards in implementation of paralle...

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International Conference on Mixed Design of Integrated Circuits and Systems (MIXDES)

作者： Filip Misiorek Mateusz Stankiewicz Paweł Pawłowski Adam Dąbrowski Department of Computing Division of Signal Processing and Electronic Systems Poznań University of Technology Poznan Poland

In this paper we present discussion of our results of parallel programming techniques for image processing applications using graphics processor units (GPU's). We have considered and analyzed various GPU's taking their standing development into account and have implemented a number of most typical image processing tasks and algorithms. On this basis we have not only estimated the capacity growth of GPU's but also the corresponding growth of performance especially for the parallel image processing.

关键词： Graphics processing unit Image processing Computer architecture Algorithm design and analysis Libraries Instruction sets Hardware

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Software defined radio - design and implementation of complete platform

Software defined radio - design and implementation of comple...

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IEEE Design and Diagnostics of Electronic Circuits and Systems (DDECS)

作者： P. Pawłowski A. Dąbrowski P. Skrzypek P. Roszak A. Pałejko T. Walenciak M. Mor Division of Signal Processing and Electronic Systems Control and System Engineering Department of Computing Poznań University of Technology Poznan Poland

In this paper, a complete architecture of the software defined radio receiver is proposed. First, a precise definition and the discussion of the problem is given. Next, an outline of the system topology is proposed, together with the requirements for each component of the system. Finally, a custom implementation is presented, including specifications, design considerations, and simulations.

关键词： Band pass filters Receivers Field programmable gate arrays Adaptive filters Digital signal processing Computer architecture

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People recognition and tracking methods for control of viewpoint in CCTV systems

People recognition and tracking methods for control of viewp...

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European Conference on Circuit Theory and Design, ECCTD

作者： Adam Dabrowski Damian Cetnarowicz Pawel Pawlowski Mateusz Stankiewicz Faculty of Computing Chair of Control and System Engineering Division of Signal Processing and Electronic Systems PoznaD University of Technology Poznan Poland

This paper presents several methods for application in CCTV systems in order to support operators' duties. These methods are based on video processing only. In result, the attention of the operator can be attracted using an alarm signal. Additional information about objects can be delivered or the automatic control of PTZ cameras applied. Among the considered methods are: people detection, silhouette extraction, multiple camera signal processing, moving object tracking.

关键词： Cameras Tracking Color Image color analysis Monitoring Shape Load modeling

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Experimental study on the discrete trigonometric transform (DTT) wavelet-like decomposition stage with windowed filters

Experimental study on the discrete trigonometric transform (...

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signal processing Algorithms, Architectures, Arrangements and Applications (SPA)

作者： Przemysław Korohoda Adam Dąbrowski Chair of Electronics AGH University of Science and Technology Krakow Poland Division of Signal Processing and Electronic Systems Chair of Control and System Engineering Faculty of Computing Poznan University of Technology Poznan Poland

In this paper an experiment designed and performed to verify the possibility of efficient windowing utilized in time domain with the Mallat type wavelet decomposition scheme is described. The main idea is that the used filters are designed not in the Fourier domain but in a domain of any of the 16 DTTs. It is demonstrated that the windowing technique, which reduces the number of the required computations up to 34 times, results in the error with statistically assessed PSNR of ca. 40 dB (from 36 to over 50 dB). The PSNR is obtained from MSE computed with an assumption that the processed signal is a realization of the first order Markov process with a given intersymbol correlation. If necessary, the reconstruction is assumed to be perfect.

关键词： Discrete cosine transforms Wavelet transforms Finite impulse response filter PSNR Wavelet analysis Wavelet domain

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Prototype multimedia database system for registration of emergency situations

Prototype multimedia database system for registration of eme...

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作者： Balcerek, Julian Drgas, Szymon Dabrowski, Adam Konieczka, Adam Poznan University of Technology Department of Computing Science and Management Division of Signal Processing and Electronic Systems Poznań Poland

ISBN: (纸本)9781457714771

In this paper a prototype emergency services system is presented, equipped with a multimedia database registering and storing relevant emergency situations in a semi automatic way. In this paper we assume that this database is created exclusively with sound and linguistic material won from emergency telephone calls. The presented system enables conducting speaker recognition experiments. Sources of data, metadata generation, architecture description, searching for results, and database implementation are comprised. © 2009 division of signal Processin.

关键词： Emergency services

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Prototype multimedia database system for registration of emergency situations

Prototype multimedia database system for registration of eme...

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signal processing Algorithms, Architectures, Arrangements and Applications (SPA)

作者： Julian Balcerek Szymon Drgas Adam Dąbrowski Adam Konieczka Department of Computing Science and Management Chair of Control and System Engineering Division of Signal Processing and Electronic Systems Poznan University of Technology Poznan Poland

关键词： Manuals World Wide Web Phase locked loops Web pages Graphical user interfaces Encyclopedias

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The ability to use parallel programing on graphics processor unit in digital signal processing

The ability to use parallel programing on graphics processor...

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作者： Misiorek, Filip DĄbrowski, Adam Pawlowski, Pawel Poznań University of Technology Department of Computing and Management Division for Electronic Systems and Signal Processing Poznań Poland

ISBN: (纸本)9781457716607

In this paper we present methods of parallel programming on graphics processor unit (GPU). We describe and consider usefulness of NVIDIA's SDK CUDA (Compute Unified Device Architecture), which make GPGPU easier. Finally we try to estimate potential capacity of new graphics processors and also look closer for edge detection example program. © 2008 division of signal Processin.

关键词： Edge detection

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Simple efficient techniques for creating effective 3D impressions from 2D original images

Simple efficient techniques for creating effective 3D impres...

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作者： Balcerek, Julian DĄbrowski, Adam Konieczka, Adam Poznan University of Technology Department of Computing Science and Management Division of Signal Processing and Electronic Systems Poznan Poland

ISBN: (纸本)9781457716607

In this paper simple techniques based on nonlinear geometric transformations are presented for creating an effective 3D impression (stereovision or illusion of depth) from a single 2D original. Our aim is to propose semi-automatic ways to transform 2D images into their suggestive but plausible 3D anaglyph versions. Three conversion methods based on a binary depth map are proposed and the influence of various RGB component shifts on the 3D impression quality is studied. © 2008 division of signal Processin.

关键词： Mathematical transformations

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The ability to use parallel programing on graphics processor unit in digital signal processing

The ability to use parallel programing on graphics processor...

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signal processing Algorithms, Architectures, Arrangements and Applications (SPA)

作者： Filip Misiorek Adam Dąbrowski Paweł Pawłowski Department of Computing and Management Division for Electronic Systems and Signal Processing Poznań University of Technology Poland

关键词： Graphics processing unit Image edge detection Graphics Pixel Three dimensional displays High definition video Hardware

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Simple efficient techniques for creating effective 3D impressions from 2D original images

Simple efficient techniques for creating effective 3D impres...

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signal processing Algorithms, Architectures, Arrangements and Applications (SPA)

作者： Julian Balcerek Adam Dąbrowski Adam Konieczka Department of Computing Science and Management Chair of Control and System Engineering Division of Signal Processing and Electronic Systems Poznan University of Technology Poznan Poland

关键词： Image color analysis Three dimensional displays Materials Cameras Image segmentation Convergence

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