"Haute homespun out of the Deep South." That's how Vogue magazine has described the fashion of Natalie Chanin. Alabama Stitch Book brings us a collection of projects and stories from her clothing and lifestyle company, Alabama Chanin, known for the cutting-edge twist it puts on tried-and-true sewing, quilting, and embroidery techniques, applied mostly by hand to recycled cotton jersey.

This long-awaited book from Chanin begins with her story. After living in New York and Vienna for over 20 years, she began to transform cotton T-shirts into high fashion using the needlework...