You can throw the pictures you do not need any more to the trashcan, or get them back from it.

Click the trashcan icon and a list-box containing all the pictures that you have removed will pop up. It is like this.

If you want to delete them permanently, just click the dirt-wagon button

System will ask you whether to empty the trashcan when you quit the software if there are pictures in the trashcan.