How to find the width of an edge

edit

I need to apply Sobel filter on image and detect the local maximum gradient for each edges direction. Pixels whose gradient are larger than threshold considered as edge pixel. Now the task is to find the width (pixel width) between the local maximum and local minimum for edge (edge pixels).