The calculated distance (air line) between Fujioka and Yokohama is approximately 56 miles respectively 91 kilometers.
By car or train, the actual journey to Yokohama is certainly longer, as only the direct route (as the crow flies) between Fujioka and Yokohama has been calculated here.