If you have the newer version with the Image Processing Toolbox, the imfindcircles might be useful (depending on the 'circularity' of your objects).
You could also try using the regionprops function in the Image Processing Toolbox to get characteristics of each object. You could then use the 'Area' and 'Perimeter' properties to deduce a rough estimate of the radius.