png image has sharp edges that can't be feathered

I cut out a section of an image and pasted it onto a transparent background. I free transformed it to fill the bottom part of the image, but there was a sharp edge that needed feathering. I chose the eraser tool and feathered out the sharpness. When I saved it as a png, the sharp edges are still there as if nothing was done.