The Blues failed with a bid in January but are expected to redouble their efforts to sign the 28-year-old at the end of the season, according to the Daily Mirror.
With Atletico Madrid targeting Diego Costa, Chelsea are keen to bring the Argentina hitman to Stamford Bridge.
Higuain's contract expires in 2018 but he has yet to extend his deal with Napoli.