How to change the boundary color of boxplot?

I'd like to create boxplot like this: enter image description here

This plot is created by bwplot in lattice package. Instead using this function, I hope to use boxplot to plot similar thing.

I notice in boxplot we could only change the color of the box body, how could I change the boundary color of the box by boxplot function? Thanks!