whip stitch

Short definition from Wiktionary

Noun

1. 1
   A simple embroidery or hand sewing stitch in which the needle is passed in and out of the fabric in a series of stitches that circle an edge of the fabric.

Verb

1. 1
   To embroider using this technique.