0
2.3kviews
A 5X5 image segment is shown below. Perform bit plane slicing and low pass filtering on the same.

enter image description here

1 Answer
0
43views

(i) Bit plane slicing:

Since the given image has a maximum grey level of 7, it is a 3-bit image. We convert the image to binary and separate the bit planes.

110 111 110 110 111
000 000 000 001 010
001 001 001 010 011
100 101 101 100 010
110 110 110 111 111

Separating the bit planes, we obtain

1 1 1 1 1
0 0 0 0 0
0 0 0 0 0
1 1 1 1 0
1 1 1 1 1

MSB Plane

1 1 1 1 1
0 0 0 0 1
0 0 0 1 1
0 0 0 0 1
1 1 1 1 1

Centre bit plane

0 1 0 0 1
0 0 0 1 0
1 1 1 0 1
0 1 1 0 0
0 0 0 1 1

LSB plane

(ii) Low pass filtering : We use the averaging mask given below

H(x, y) = 1/9 | 1 | 1 | 1 | |---|---|---| | 1 | 1 | 1 | | 1 | 1 | 1 |

Filtering operation is given by the convolution formula i.e.

G(x,y) = f(x,y) * h(x,y)

We begin with zero padding the original image. We then palce the mask at the top left corner as shown below:

Moving the mask all over the image given us the final low passed filtered image.

enter image description here

Please log in to add an answer.