I wish to use an in my WPF Application which responds to mouse clicks. Only the \'Mouse Up\' and \'Moue Down\' events are available out of the box
To expand on Shawn Mclean's answer, one of the great capabilities of WPF is the ability to leverage the behavior of a control while completely changing the look of that control. If you want to create an image that behavior just like a button (complete with click events, command binding, default button assignment, etc.) you can place an image in a button control and restyle that button to remove the button "chrome". This will give you the nice API of a button with the look you desire. You can reuse this style and this approach will reduce the need to create event handlers in your code behind if you have commands to bind to your new image buttons.
Creating such a style is pretty easy. Simply create a new style resource with a named key in a resource and assign this resource to the Style property of your buttons. Here is an example I threw together: