If you do find a font with whatthefont, then use the directions 
here: https://code.google.com/p/tesseract-ocr/wiki/TrainingTesseract3 to 
train tesseract on the font. These directions aren't great though, so you 
can also look at some notes I created on training 
tesseract: http://emop.tamu.edu/node/47. You should also search this forum 
for a lot of information that isn't in the official google docs on 
Tesseract.

If you don't find a font you can use, the IDHMC <http://idhmc.tamu.edu>is about 
to release an open source tool, as part of our 
eMOP <http://emop.tamu.edu> project, that will let you create training 
pages for Tesseract using your own image files. We should be releasing that 
tool in beta in a week or two.

On Wednesday, July 10, 2013 12:29:48 AM UTC-5, Kazem Jahanbakhsh wrote:
>
> Hi everyone,
>
> We have a set of images taken from buses head signs which displays bus id 
> and its route details displayed by LEDs. Our goal is to "*USE Tesseract 
> to Extract Texts Written in the Cropped Images*". When we selected the 
> first image shown below which reads as "*30 ROYAL OAK EX*", we got "*30 
> RIWHL 0fl|( EX*" as the output. As you see, tesseract only detected some 
> of the characters correctly.
>
> ,<https://lh4.googleusercontent.com/-hFOIsEuVsUw/UdztzLbnqUI/AAAAAAAAAGw/OdNG99jkr3s/s1600/30_bus.jpg>
>
> We also tested tesseract with another headsign image input shown below 
> which reads as "*26    UVIC*". However, in this case tesseract returned 
> an empty string! 
>
>
> <https://lh4.googleusercontent.com/-tVeJU0Hyjis/Udzu19sURfI/AAAAAAAAAG8/Zme6iJHd_sA/s1600/bus_26_headsign.jpg>
>
> So, we have two questions:
>
> 1- Can we use Tesseract for such a task: specifically passing above image 
> with an english text inside and expecting to extract the text?
> 2- If the above assumption is valid, what's the reason that tesseract 
> fails detecting the right text? Do we need to train tesseract with fonts 
> used in the bus head signs? If so, how can we do such a task? Finally, are 
> there any wiki pages that we can read which explains the internal 
> algorithms of tesseract and how it extracts texts from images?
>
> Any help would be really appreciated.
>
> Kazem
>
>

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