1. Set the preference.  This screenshot is from El Capitan.

set preference for new terminal window in el capitan

2. Right click on the folder at the bottom of the finder window

New terminal window at folder in finder



or simply right click on a folder in the finder

new terminal window from finder

Boom.  It opens in terminal.

new terminal window from finder