When you open the image, in the upper right hand corner there is drop-down box title "Image Tools". Click that to open the options, then click "Edit Image". A new screen will appear. It will have a check box with the phrase "To delete this image, check the box to the left and then click the 'Delete This Image' button below". Checkmark the box and click the "Delete" button.
The image is now deleted.