the image patch given in Fig. 4 (a). a. Obtain the outputs by hand using convolution that will have the same size with the input. b. Obtain the outputs by hand using convolution for which when the stride is 2 with mirro padding. c. Comment on the resulting outputs by explaining what kernels are used. d. To shift the input one pixel right, what should be the filter? 101 107 28 19 85 02 19 90 07 154 61 11 01 63 1 89 00 16 24 08 12 144 1.

Computer Networking: A Top-Down Approach (7th Edition)
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Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
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Image Processing question. I don't know the certain subject and I sent to Mech. Eng. 

4) Suppose that the kernels H1 and H2 given in Fig. 4 (b) and Fig. 4 (c) are asked to be applied to
the image patch given in Fig. 4 (a).
a. Obtain the outputs by hand using convolution that will have the same size with the
input.
b. Obtain the outputs by hand using convolution for which when the stride is 2 with mirror
padding.
c. Comment on the resulting outputs by explaining what kernels are used.
d. To shift the input one pixel right, what should be the filter?
154 61 101 107 28
90 07
19
85
11
02
19
01
63
1
1
1
89
00
16
24
08
12
144
-4
1
1
-8
120 97
164
146
112
80
82
120 124 104
76
48
45
93
87
65
69
85
123 107 96
80
94
117
145
148
153 102
Figure 4 a) Input image patch. b) Kernel H1. c) Kernel H2
1.
Transcribed Image Text:4) Suppose that the kernels H1 and H2 given in Fig. 4 (b) and Fig. 4 (c) are asked to be applied to the image patch given in Fig. 4 (a). a. Obtain the outputs by hand using convolution that will have the same size with the input. b. Obtain the outputs by hand using convolution for which when the stride is 2 with mirror padding. c. Comment on the resulting outputs by explaining what kernels are used. d. To shift the input one pixel right, what should be the filter? 154 61 101 107 28 90 07 19 85 11 02 19 01 63 1 1 1 89 00 16 24 08 12 144 -4 1 1 -8 120 97 164 146 112 80 82 120 124 104 76 48 45 93 87 65 69 85 123 107 96 80 94 117 145 148 153 102 Figure 4 a) Input image patch. b) Kernel H1. c) Kernel H2 1.
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