How to connect two objects based on least distance between them?

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I have a binary image containing two separate objects...I want to connect them such that they are connected on basis where the distance between them is the least?

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Image Analyst
Image Analyst 2015-7-1
Call bwboundaries. Then have some for loops where you check all the boundary coordinates to see which distance is least. Then you can use imline() to burn a connecting line into the image, like in the attached demo.
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Image Analyst
Image Analyst 2015-7-3
peyush, your code didn't even seem to attempt to modify my code at all. It looks like I need to do it for you. See the attached demo which makes the connection.

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