1. Figure 1 illustrates a simple “test image”. The numbers represent the Gray-scale intensities of the pixels. (a) Determine the Gray-level cooccurrence matrix (GLCM) where the pixel offset is defined by d = 1 and 0 = 45° (also described as [1, 1]). Hence, estimate the texture features (i) entropy, (ii) contrast, (iii) energy for the image in Figure 1. (b) What would be the texture energy if the offset is changed to d = 1 and 0 = 90°. 0 OO ONN 00 0 2 0 NNNOO 2 2 | د | ~||~| 2 2 3 2 2 | د | د | | | w 2 Figure 1 123 3 3

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1. Figure 1 illustrates a simple “test image”. The numbers represent the Gray-scale
intensities of the pixels.
(a) Determine the Gray-level cooccurrence matrix (GLCM) where the pixel offset is
defined by d = 1 and 0 = 45° (also described as [1, 1]). Hence, estimate the texture
features (i) entropy, (ii) contrast, (iii) energy for the image in Figure 1.
(b) What would be the texture energy if the offset is changed to d = 1 and 0 = 90°.
0 0
00
ONN
123
ONN N
-~33
-~♡~E
2
2
2
2
2
1
1
2
3
2
1
1
2
Figure 1
3
w w
3
Transcribed Image Text:1. Figure 1 illustrates a simple “test image”. The numbers represent the Gray-scale intensities of the pixels. (a) Determine the Gray-level cooccurrence matrix (GLCM) where the pixel offset is defined by d = 1 and 0 = 45° (also described as [1, 1]). Hence, estimate the texture features (i) entropy, (ii) contrast, (iii) energy for the image in Figure 1. (b) What would be the texture energy if the offset is changed to d = 1 and 0 = 90°. 0 0 00 ONN 123 ONN N -~33 -~♡~E 2 2 2 2 2 1 1 2 3 2 1 1 2 Figure 1 3 w w 3
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