I have resolved this issue by changing my owner from `root` to `apache` as below.

    chown -R apache:apache /var/www/html/mydomain

And then I have change the permission of the `wp-content/uploads/` to `775`.

After that, I have tried to upload an image in the media. I was successful to upload the image.