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Video surveillance framework for crime prevention and event indexing

Video surveillance framework for crime prevention and event ...

引用

1st International Conference on ICT Solutions for Justice, ICT4Justice 2008

作者： Kovacs, Levente Szlavik, Zoltan Benedek, Csaba Havasi, Laszlo Petras, Istvan Losteiner, David Utasi, Akos Licsar, Attila Czuni, Laszlo Sziranyi, Tamas Distributed Events Analysis Research Group MTA SZTAKI Hungary Dept.of Image Processing and Neurocomputing University of Pannonia Hungary

The paper will present a video surveillance and event detection and annotation framework for semi-supervised surveillance use. The system is intended to be used in automatic mode on camera feeds that are not actively watched by surveillance personnel, raising alarms and enrolling annotation data when unusual events occur. We present the current detector filters, and the easily extendable modular interface. Current filters include local and global unusual motion detectors, left object detector, motion detector, tampering/failure detector, etc. The system stores the events and associated data, which can be organized, searched, annotated and (re)viewed. It has been tested in real life situation for police street surveillance, and we are working towards developing a deployable version.

关键词： Motion analysis

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Computational fluid flow simulation on body fitted mesh geometry with IBM cell broadband engine architecture

Computational fluid flow simulation on body fitted mesh geom...

引用

European Conference on Circuit Theory and Design, ECCTD

作者： Zoltan Nagy Andras Kiss Sandor Kocsardi Arpad Csik Computer and Automation Research Institute Hungarian Academy of Sciences Changzhou China Department Information Technology Pázmány Péter Catholic University Changzhou China Department Image Processing and Neurocomputing University of Pannonia Veszprem Hungary Department of Mathematics and Computational Sciences Széchenyi István University Gyor Hungary

The solutions of partial differential equations (PDEs) play a key role in today's real world simulations. Computational Fluid Dynamics (CFD) is an important part of this area, which involves the problem of gas or fluid flow over different obstacles, e.g., air flow around vehicles, buildings, or the flow of water in the oceans. In engineering applications the temporal evolution of non-ideal, compressible fluids is quite often modeled by the system of Navier-Stokes equations. They are a coupled set of nonlinear hyperbolic partial differential equations and form a relatively simple, yet efficient model of compressible fluid dynamics. In the paper the implementation of a CFD on Body Fitted Mesh geometry on the Cell Broadband Engine is described. An arbitrary surface can be more easily simulated on body fitted mesh than on rectangular computation domain.

关键词： Fluid flow Computational modeling Solid modeling Computational geometry Engines Computer architecture Computational fluid dynamics Partial differential equations Marine vehicles Buildings

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Anomaly detection with low-level processes in videos

Anomaly detection with low-level processes in videos

引用

3rd International Conference on Computer Vision Theory and Applications, VISAPP 2008

作者： Utasi, Ákos Czúni, László Department of Image Processing and Neurocomputing University of Pannonia Egyetem str. Veszprem Hungary

ISBN: (纸本)9789898111210

In our paper we deal with the problem of low-level motion modelling and unusual event detection in urban surveillance videos. We model the direction of optical flow vectors at image pixels. We implemented and tested probability based approaches such as probability estimation, Mixture of Gaussians modelling, and spatial averaging (with Mean-shift segmentation). We propose a Markovian prior to get reliable spatio-temporal support. We tested the techniques on synthetic and real video sequences.

关键词： Mixtures

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Colour matches using RGB LEDs

Colour matches using RGB LEDs

引用

4th European Conference on Colour in Graphics, Imaging, and Vision and 10th International Symposium on Multispectral Colour Science, CGIV 2008/MCS'08

作者： Csuti, Péter Beke, László Schanda, János Virtual Environments and Imaging Laboratory Department of Image Processing and Neurocomputing University of Pannonia Veszprém Hungary

ISBN: (纸本)9781605607023

Visual and instrumental colour matches between broad band lights and lights composed of the additive mixture of R, G, and B LEDs differ considerably. Previously we have shown that using the primaries suggested by Vos or those now under consideration by the CIE TC 1-36 will diminish the differences between visual and instrumental matches. In a new experiment also the question of the spectral power distribution of the RGB LED primaries has been investigated. We tested LEDs for which the dominant wavelengths were near to the prime colours suggested by Thornton, and as far as possible from these chromaticities, thus near to Thornton's antiprime colours. Characteristic differences were found for the two sets of primaries, showing that colorimetric settings using the antiprime colours does not provide acceptable colorimetric description. This has been shown by colouring images in the following way: A hyper-spectral image was taken, where the reflection spectrum was known for every pixel, and in a simulation this image was irradiated by two RGB LED lights of equal correlated colour temperature, one using the prime colours, the other using the anti-prime colours. Comparing the two simulations showed far larger differences then could be expected from interaction of the broad band reflection spectra and the narrow band LED spectra. © 2008 Society for Imaging Science and Technology.

关键词： Color

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Development of the virtual ELA-House

Development of the virtual ELA-House

引用

GRAPP 2008 - 3rd International Conference on Computer Graphics Theory and Applications

作者： Horväth, Milán Dániel, Csaba Stark, Jacqueline Lanyi, Cecília Sik Department of Image Processing and Neurocomputing University of Pannonia Veszprém Hungary Austrian Academy of Sciences Department of Linguistics and Communication Research Vienna Austria

ISBN: (纸本)9789898111203

In this paper, the rationale for the development and the process of creating the Virtual ELA (Everyday Life Activities)-House are described. The Virtual ELA-House is an innovative therapy program designed for use with clients with language and speech disorders and/or with other cognitive neuropsychological disorders, which result from brain damage, e.g. aphasia, apraxia of speech, neglect, etc. The Virtual Reality setting is chosen as a modern and relevant therapy setting which imitates real everyday life scenarios. Computer supported cognitive and language therapy allows for repetitive application in the clinical and home setting which is necessary for learning to take place. The advantages of employing a software program based on a Virtual Environment, in particular the Virtual ELA -House, are discussed.

关键词： Houses

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Behavior and event detection for annotation and surveillance

Behavior and event detection for annotation and surveillance

引用

2008 International Workshop on Content-Based Multimedia Indexing, CBMI 2008

作者： Szlávik, Zoltán Kovács, Levente Havasi, László Benedek, Csaba Petrás, István Utasi, Ákos Licsár, Attila Czúni, László Szirányi, Tamás MTA-SZTAKI Kende u 13-17 H-1111 Budapest Hungary University of Pannonia Dept. of Image Processing and Neurocomputing Egyetem u. 10 H-8200 Veszprém Hungary

ISBN: (纸本)9781424420445

Visual surveillance and activity analysis is an active research field of computer vision. As a result, there are several different algorithms produced for this purpose. To obtain more robust systems it is desirable to integrate the different algorithms. To achieve this goal, the paper presents results in automatic event detection in surveillance videos, and a distributed application framework for supporting these methods. Results in motion analysis for static and moving cameras, automatic fight detection, shadow segmentation, discovery of unusual motion patterns, indexing and retrieval will be presented. These applications perform real time, and are suitable for real life applications. ©2008 IEEE.

关键词： Motion analysis

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HMM-based unusual motion detection without tracking

HMM-based unusual motion detection without tracking

引用

作者： Utasi, Ákos Czúni, László Dept. of Image Processing and Neurocomputing University of Pannonia Egyetem u. 10 H-8200 Veszpŕem Hungary MTA-SZTAKI Kende u. 13-17 H-1111 Budapest Hungary

ISBN: (纸本)9781424421756

We propose novel pixel dense modeling of motion of urban traffic in noisy environments with the help of multidimensional Gaussian Mixture Models (GMMs) and Hidden Markov Models (HMMs). In our approach there is no need for object tracking in order to detect anomalous motion or to model and visualize the fluctuation of traffic. We propose a new scaling method introduced into the HMM to get a robust tool for the analysis of hundreds of motion vector samples at a time. We show the use of our model with a photorealistic video synthetized from real life recordings. © 2008 IEEE.

关键词： Hidden Markov models

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HMM-based unusual motion detection without tracking

HMM-based unusual motion detection without tracking

引用

International Conference on Pattern Recognition

作者： Akos Utasi Laszlo Czuni MTA-SZTAKI Budapest Hungary Department of Image Processing and Neurocomputing University of Pannonia Veszprem Hungary

ISBN: (纸本)9781424421749

关键词： Motion detection Tracking Hidden Markov models Traffic control Gaussian noise Working environment noise Multidimensional systems Object detection Visualization Fluctuations

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Behavior and event detection for annotation and surveillance

Behavior and event detection for annotation and surveillance

引用

International Workshop on Content-Based Multimedia Indexing, CBMI

作者： Zoltan Szlavik Levente Kovacs Laszlo Havasi Csaba Benedek Istvan Petras Akos Utasi Attila Licsar Laszlo Czuni Tamas Sziranyi MTA-SZTAKI Hungary Department of Image Processing and Neurocomputing University of Pannonia Veszprem Hungary

关键词： Event detection Surveillance Motion analysis Computer vision Robustness Videos Application software Cameras Motion detection Indexing

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An advanced real-time, multi-channel emulated-digital retina model implementation on FPGA

An advanced real-time, multi-channel emulated-digital retina...

引用

IEEE International Workshop on Cellular Nanoscale Networks and their Applications, (CNNA)

作者： Zsolt Voroshazi Zoltan Nagy Peter Szolgay Department of Image Processing and Neurocomputing University of Pannonia Veszprem Hungary Cellular Sensory and Wave Computing Laboratory Computer and Automation Research Institute Hungarian Academy of Sciences (ATOMKI) Budapest Hungary

Various channels of the neuromorphic, multi-layer retina has been successfully modeled by CNN. Our primary aim was to build up a real-time test environment with camera input and display output in order to mimic the behavior of retina model implementation on emulated digital CNN by using a low-cost, moderate sized field-programmable gate array (FPGA) architecture.

关键词： Retina Field programmable gate arrays Computational modeling Adaptation model Real time systems Biological system modeling Mathematical model

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