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FPGA-Accelerated Sliding Window Classifier with Structured Features

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00212558" target="_blank" >RIV/68407700:21230/13:00212558 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/FPL.2013.6645560" target="_blank" >http://dx.doi.org/10.1109/FPL.2013.6645560</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/FPL.2013.6645560" target="_blank" >10.1109/FPL.2013.6645560</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    FPGA-Accelerated Sliding Window Classifier with Structured Features

  • Original language description

    Certain classification tasks in computer vision require the classifier response to be computed in every pixel of an image. When combined with large, complex features, it becomes challenging to build such a classifier on a standard PC architecture and achieve real-time performance. We present an FPGA implementation of a car wheel classifier response computation, built as an instantiation of a generic classification system. An interesting optimization problem concerning performance and speed is addressed.Our implementation is running in real-time as a part of a more complex collision mitigation system based on car detection in video data.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/7E10037" target="_blank" >7E10037: Accident avoidance by active intervention for Intelligent Vehicles</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2013

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    FPL 2013: Proceedings of the 23rd International Conference on Field Programmable Logic and Applications

  • ISBN

    978-1-4799-0004-6

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    1-4

  • Publisher name

    IEEE

  • Place of publication

    Piscataway

  • Event location

    Porto

  • Event date

    Sep 2, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article