The results obtained by a single pass through an image of some 2-D kernels can be achieved also by two passes using 1-D kernels. For example, the same result of using a 3 x 3 smoothing kernel with coefficients 1/9 can be obtained by a pass of the kernel [11 1] through an image, followed by a pass of the result with the kernel [11 1'. The final result is then scaled by 1/9. Show that the response of Sobel kernels (Fig. 10.14) can be implemented similarly by one pass of the differencing kernel [-1 0 1] (or its vertical coun- terpart) followed by the smoothing kernel [1 2 1] (or its vertical counterpart).

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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10.14)
The results obtained by a single pass through an
image of some 2-D kernels can be achieved also
by two passes using 1-D kernels. For example,
the same result of using a 3 x 3 smoothing kernel
with coefficients 1/9 can be obtained by a pass
of the kernel [1 1 1] through an image, followed
by a pass of the result with the kernel [1 1 1]'.
The final result is then scaled by 1/9. Show that
the response of Sobel kernels (Fig. 10.14) can
be implemented similarly by one pass of the
differencing kernel [-1 0 1] (or its vertical coun-
terpart) followed by the smoothing kernel [1 2 1]
(or its vertical counterpart).
Fig. 10.14)
a
b c
de
f g
**
Roberts
-1
1-
Prewitt
--
-2
-2
21
1.
2.
--1
Sobel
Transcribed Image Text:10.14) The results obtained by a single pass through an image of some 2-D kernels can be achieved also by two passes using 1-D kernels. For example, the same result of using a 3 x 3 smoothing kernel with coefficients 1/9 can be obtained by a pass of the kernel [1 1 1] through an image, followed by a pass of the result with the kernel [1 1 1]'. The final result is then scaled by 1/9. Show that the response of Sobel kernels (Fig. 10.14) can be implemented similarly by one pass of the differencing kernel [-1 0 1] (or its vertical coun- terpart) followed by the smoothing kernel [1 2 1] (or its vertical counterpart). Fig. 10.14) a b c de f g ** Roberts -1 1- Prewitt -- -2 -2 21 1. 2. --1 Sobel
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