Please be careful with the Otsu algorithm, because we use only one threshold
value for whole image.

No method is best for all cases J.

 

You should do and compare the results between Otsu algorithm and adaptive
threshold algorithm.

About adaptive threshold algorithm, you can be based on integral image
(known by Paul Viola et. al) to increase performance.

 

Cong.

 

From: tesseract-ocr@googlegroups.com [mailto:tesseract-ocr@googlegroups.com]
On Behalf Of Saurabh Gandhi
Sent: Wednesday, March 02, 2011 3:34 PM
To: tesseract-ocr@googlegroups.com
Cc: Bikash Bag
Subject: Re: image binarization

 

You can use Otsu's binarisation algorithm:

http://www.sas.bg/code-snippets/image-binarization-the-otsu-method.html

--
Regards,
Saurabh Gandhi





On Wed, Mar 2, 2011 at 1:45 PM, Bikash Bag <bikash...@gmail.com> wrote:

Hi, I am new to OCR, can anyone please tell me a good image binarization
algorithm. 

regards,
bikash

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