cross-stitch
Concise Oxford English Dictionary © 2008 Oxford University Press:
cross stitch Needlework
▶noun a stitch formed of two stitches crossing each other. ▶verb (cross-stitch) sew or embroider using cross stitch.
'cross-stitch' also found in these Oxford entries:

