The design and method for no sew fabric quilting is described that produces quilt like pictures for home decor or other uses. A pliable or foam like material serves as the quilting medium to which fabric is attached by tucking the fabric into cut pattern grooves. A thin rigid base provides support to the quilt picture. An adhesive coating with a paper carrier is part of the cut pattern medium and provides added support to the cut grooves in holding fabric in place. The paper carrier, when peeled off the adhesive also serves as a pattern piece to cut the fabric. Fabric is placed on the adhesive and edges tucked into pattern grooves using a narrow scalpel like tool. A thin foam sheet attached to the base backside finishes the item and is then ready to be hung after adding a wall hanger.