Edge$\_1)$ You are given an $8-$bits $10$x$7$ image as follows:

Assume that intensity values outside the image are zero.

a$)$ Compute $x-$derivative and $y-$derivative image by using central difference. Write resulting

intensity values for each pixel.

b$)$ Compute gradient magnitudes and directions $($in degrees$)$ for pixels marked with bold.