Thank you Tom and art for you guy's kind advices.
Eventually I have obtained a much better result by using a training data 
from openalpr project.
In fact, the font in my place (hk) is different from US (HK font is more 
square like),then I have changed my character image's aspect ratio so it is 
more like that of US.
I am really fortunate that this little trick work.

On Wednesday, March 30, 2016 at 11:34:14 PM UTC+8, Alex Szeto wrote:
>
> I am working on a license plate recognition project, I have trouble in 
> improve accuracy of OCR.
> Attached is one of the image I used and the result is very poor.
>
> version of tesseract : 3.0.3
> The command that I used : tesseract Untitled.jpg out -psm 9
> The result is : SXUSBBB  while I am expecting for 5X0S888
> I have did some experiments and I have found some character pairs are 
> easily get confused by tesseract.
> for example :  '0' become 'U' ; '5' and 'S' ; 'B' and '8'
>
> Is there some methods or parameters I can set so the result can be 
> improved? 
> Thank a lot and I really appreciated any advises. 
>
>

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