To upload a custom thumbnail for an existing video:
- Go to your channel Video Manager.
- Locate a video and click the Edit button.
- Click the Custom thumbnail button and upload a thumbnail.
- Once the thumbnail is uploaded, don't forget to click the "Save Changes" button.
https://www.youtube.com/watch?v=-N9TujH124w
Source:Youtube