how to add captions for images?

I am trying to add captions for the images in a docbook file. I am using <caption> within <inlinemediaobject> tag, but it doesn't work. If I use <caption> with <meidaobject>, it works, but the display of images is not what I want. Does anybody know how to use caption for images and provide a wrapper? Many thanks.