Kissing the bible is a ceremony used in taking the corporal oath, the object being, as the canonists say, to denote the assent of the witness to the oath in the form it is imposed. The witness kisses either the whole bible, or some portion of it; or a cross in some countries.
KISSING
TheLaw.com Law Dictionary & Black's Law Dictionary 2nd Ed.