• DocumentCode
    2678902
  • Title

    English to Spanish translation of signboard images from mobile phone camera

  • Author

    Canedo-Rodríguez, Adrian ; Kim, Jung H. ; Kim, Soohyung ; Blanco-Fernández, Yolanda

  • Author_Institution
    Univ. of Vigo, Vigo, Spain
  • fYear
    2009
  • fDate
    5-8 March 2009
  • Firstpage
    356
  • Lastpage
    361
  • Abstract
    We propose a whole architecture for English to Spanish translation of the texts present on JPEG natural scene images taken with a mobile phone camera. We detect the text using the frequency information of the DCT coefficients, binarize it using a clustering-based algorithm, recognize it by the use of an OCR algorithm and translate and phonetically transcribe it from English to Spanish. The result is a useful, simple, affordable and robust system that can handle problems like lighting distortion, out of focus, low resolution and foreground-background color variations in a very short amount of processing time, which makes its implementation very attractive on portable devices.
  • Keywords
    cameras; data compression; discrete cosine transforms; image coding; image colour analysis; image resolution; language translation; mobile handsets; natural languages; natural scenes; optical character recognition; text analysis; DCT coefficient; English-Spanish translation; JPEG natural scene image; OCR algorithm; clustering-based algorithm; foreground-background color variation; image resolution; mobile phone camera; phonetic transcription; text detection; Cameras; Clustering algorithms; Discrete cosine transforms; Focusing; Frequency; Layout; Mobile handsets; Optical character recognition software; Robustness; Text recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Southeastcon, 2009. SOUTHEASTCON '09. IEEE
  • Conference_Location
    Atlanta, GA
  • Print_ISBN
    978-1-4244-3976-8
  • Electronic_ISBN
    978-1-4244-3978-2
  • Type

    conf

  • DOI
    10.1109/SECON.2009.5174105
  • Filename
    5174105