Since the One Piece: Fan Letter episode, fans have been led to believe the reason Chopper has a very low bounty is because he has a secret admirer in the Marines whos preventing that from happening.

Chopper before ... like the One Piece chef, Sanji, have at one point in the series avoided being photographed, having difficulty identifying drawings as their bounty posters.