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Scene Text Localization and Recognition with Oriented Stroke Detection

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00211343" target="_blank" >RIV/68407700:21230/13:00211343 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/ICCV.2013.19" target="_blank" >http://dx.doi.org/10.1109/ICCV.2013.19</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/ICCV.2013.19" target="_blank" >10.1109/ICCV.2013.19</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Scene Text Localization and Recognition with Oriented Stroke Detection

  • Original language description

    An unconstrained end-to-end text localization and recognition method is presented. The method introduces a novel approach for character detection and recognition which combines the advantages of sliding-window and connected component methods. Charactersare detected and recognized as image regions which contain strokes of specific orientations in a specific relative position, where the strokes are efficiently detected by convolving the image gradient field with a set of oriented bar filters. Additionally, a novel character representation efficiently calculated from the values obtained in the stroke detection phase is introduced. The representation is robust to shift at the stroke level, which makes it less sensitive to intra-class variations and the noise induced by normalizing character size and positioning. The effectiveness of the representation is demonstrated by the results achieved in the classification of real-world characters using an euclidian nearest-neighbor classifier train

  • 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

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

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

    IEEE International Conference on Computer Vision (ICCV 2013)

  • ISBN

    978-1-4799-2839-2

  • ISSN

    1550-5499

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    97-104

  • Publisher name

    IEEE

  • Place of publication

    Piscataway

  • Event location

    Sydney

  • Event date

    Dec 1, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article