Hover over the photo in your image library that you want to delete and click the X that appears in the top right of the photo.
If the X is greyed out:
This means that the image is currently being used in your video. You will first have to swap out the image for something else.
"In use" image:
Below is a video on how to go about swapping an in-use image: