A 3x3 kernel is sliding across a color image (3 channel image). At the current position the kernel stopped at a patch of pixels with the following values for the three channels: 1 2 1 1 5 2 1 0 1 0 2 0 1 1 1 0 4 0 2 0 2 1 0 1 0 2 0   The kernel is defined as follows for the three channels (same for every channel): -1 0 -1 1 1 1 0 1 0 -1 0 -1 1 1 1 0 1 0 -1 0 -1 1 1 1 0 1 0 Compute the value that will go into the feature map for this convolution operation.

Systems Architecture
7th Edition
ISBN:9781305080195
Author:Stephen D. Burd
Publisher:Stephen D. Burd
Chapter7: Input/output Technology
Section: Chapter Questions
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A 3x3 kernel is sliding across a color image (3 channel image). At the current position the kernel stopped at a patch of pixels with the following values for the three channels:

  1. 1 2 1
    1 5 2
    1 0 1
  2. 0 2 0
    1 1 1
    0 4 0
  3. 2 0 2
    1 0 1
    0 2 0

 

The kernel is defined as follows for the three channels (same for every channel):

  1. -1 0 -1
    1 1 1
    0 1 0
  2. -1 0 -1
    1 1 1
    0 1 0
  3. -1 0 -1
    1 1 1
    0 1 0

Compute the value that will go into the feature map for this convolution operation. 

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