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
Link To Document :
بازگشت