You need to separate each word into each single object.
This can be done by eroding the image with proper structuring element.
you can get rid of the small objects by using bwareaopen.
using regionprops you can get the BoundingBox property of the object.
http://www.mathworks.com/matlabcentral/fileexchange/25157 I hope this link might help you.
