How can I remove the boundary around an object?

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I have a dicom Image and I applied edge command on it (canny) but now I want to remove the edge or boundary around the object.I tried to use some for loop for it but it doesn't work properly. Is there any other command so that I can use? and also I want to remove some noise around the image,what should I do? The main thing that I want is to find the maximum pixel of this image,but because there is some highlight boundary around the image I can not find the maximum which is inside the picture. Is there any other way for finding maximum pixel inside the image?

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Nitin
Nitin 2014-1-22
Please have a look at regionprops and bwboundary

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