Under the "PickPoints" tab, in the "Move/Delete" tab, you will find the "Delete Point" command button.
Click this button and select each PickPoint you wish to remove.
Note: Use the "Undo" function under the "Edit" drop down menu to bring back the last PickPoint that was deleted.