Changeset 268 for anr/task-6.tex


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Timestamp:
Feb 20, 2010, 8:30:17 AM (14 years ago)
Author:
coach
Message:

IA: thales updates

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1 edited

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  • anr/task-6.tex

    r260 r268  
    3131    \end{livrable}
    3232
    33   \subtask In this sub-task, \TRT will specify and develop the
    34     high level code of an application in the domain of surveillance of critical
    35     infrastructures.
    36     The objective is to detect and classify the presence of humans in the restricted area.
    37     The algorithm we will use is based on the work of Viola and Jones\cite{thales-viola}.
    38     It implements in particular a cascade of classifiers operating on Haar like features,
    39     where simple weak classifiers at the beginning of the cascade reject a majority of
    40     void sub-windows, before more complex classifiers concentrate on potential regions of
    41     interest.
    42     This application is computation intensive and also makes an intensive use of binary
    43     decision trees to cascade the filters, which makes it a good candidate to assess the
    44     association of CAL with parallelizing tools.\\
     33  \subtask
     34    The objective of this sub-task is to specify the THALES application and to develop the
     35    high level code.  This application is in the domain of surveillance of critical
     36    infrastructures. The objective is to detect and classify the presence of humans in the
     37    restricted area. The algorithm is based on the work of Viola and
     38    Jones~\cite{thales-viola}. It implements in particular a cascade of classifiers
     39    operating on Haar like features, where simple weak classifiers at the beginning of the
     40    cascade reject a majority of void sub-windows, before more complex classifiers
     41    concentrate on potential regions of interest. This application is computation
     42    intensive and also makes an intensive use of binary decision trees to cascade the
     43    filters, which makes it a good candidate to assess the COACH platform.
     44    \\
    4545    Moreover, the higher levels of computing can involve tracking and data fusion between
    4646    several camera streams and some other informations.
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