Open the Settings app
Tap Wallpaper
Tap the current wallpaper preview
Tap Customize if available
Tap the wallpaper you want to remove
Tap Delete Wallpaper
Confirm Delete Wallpaper
If needed, swipe up on the Lock Screen and tap the Delete icon on the wallpaper you want to remove
Repeat for any other wallpaper you want to delete