Normal Diodes have a drop of around 0.6-0.7V over them so they can't be used, I assume you can buy some that have a lower drop but I've never looked for them sorry.
Op amp is a good idea, if you can amplify the voltage that is being put through you can then use a normal diode bridge. Keep in mind your digital converter will have to deal with this increased voltage.