Preprocessing an Image containing a Text

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Pankaja Tanjore 2015-10-14

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https://ww2.mathworks.cn/matlabcentral/answers/248665-preprocessing-an-image-containing-a-text

关闭： Walter Roberson 2015-10-14

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Hello,

I have an image which contains a Text printed on it. I need to preprocess the image , remove all the noise in background and get a clear binary image for my further processing. I have applied the following functions and obtained the prepossessed image.

i)Filt_Img=medfilt2(img ,[6 6]) ii)imsharpen(Filt_Img,'Radius',2.2,'Amount',5.6,'Threshold', 0.8);

iii)se = strel('square', 4); im_close = imclose(b, se);

iv)Icorrected = imbothat(im_close, strel('disk', 20));

v)thresholded = thresholdLocally(Icorrected,[],'PadMethod','symmetric'); This function is obtained from the following link: http://in.mathworks.com/matlabcentral/fileexchange/29764-thresholdlocally/all_files

 But i am not able to fully remove the noise in the background. If i try to clear the noise  some portion of the text  is removed. 
I am sending here the Input Image, Preprossed image and the Threshold image.In the threshold image there is noise at the top near digit 4 and also the first character D is not fully seen. I need to remove that noise and still have the letter D obtained fully.

It would be great if you let me know what are functions to be used to get a clear image without noise.

Thanks

Pankaja