I = imread('cameraman.tif');
imshow(I)
% select the region of interest
% by using your mouse
%
BW = roipoly;
figure, imshow(BW)

h = fspecial('unsharp');
I2 = roifilt2(h,I,BW);
figure, imshow(I2)