If you have the paid version of Acrobat, the built-in redact tool is pretty nice. It lets you just highlight the text you want gone, but it will properly remove

If you have the paid version of Acrobat, the built-in redact tool is pretty nice. It lets you just highlight the text you want gone, but it will properly remove that text and the image.