Find the sampling matrix and sampling structure for R, G and B components

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SUMMARY

The discussion focuses on finding the sampling matrix and structure for the R, G, and B components in image processing. Participants highlight the use of lattices as spans of column vectors within the "LAT()" notation, emphasizing the importance of X and Y occurrences as pixel units. A specific challenge is presented regarding the rotation of matrices by –45° and +45° using rotation matrices, which does not yield expected results. The need for clear formulas and inline images is also noted due to concerns about external links containing pop-ups.

PREREQUISITES
  • Understanding of image processing concepts, specifically color channels (R, G, B).
  • Familiarity with matrix operations, including rotation matrices.
  • Knowledge of lattice theory in the context of linear algebra.
  • Ability to interpret mathematical notation, particularly "LAT()" notation.
NEXT STEPS
  • Research the mathematical principles behind rotation matrices in linear algebra.
  • Explore the application of lattices in image processing and their significance in color representation.
  • Learn how to derive and manipulate sampling matrices for RGB components in images.
  • Investigate best practices for sharing mathematical content online, including inline image hosting.
USEFUL FOR

This discussion is beneficial for image processing engineers, data scientists working with visual data, and educators teaching linear algebra concepts related to computer graphics.

s3a
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Homework Statement
The sub-questions of the question are on page 1 of this document ( https://www.docdroid.net/3iFwpy1/q2-plus-answers.pdf ), and the answers are on page 3 of the same document.
Relevant Equations
Three different pages in the same set of slides:
https://www.docdroid.net/gCTFghi/ft-msampling.pdf#page=80

https://www.docdroid.net/gCTFghi/ft-msampling.pdf#page=83

https://www.docdroid.net/gCTFghi/ft-msampling.pdf#page=84

Wikipedia article which provides the equation for the two-dimensional rotation matrix:
https://en.wikipedia.org/wiki/Rotation_matrix
Hello, everyone. :)

All I could gather is that, if I'm correct, lattices are spans of the column vectors of the matrix within the "LAT()" notation and the X and Y occurrences are unit placeholders (such as the pixel unit (since this is in the context of image processing)).

And, as an attempt to try to figure out how to do parts a and b, I'm trying to use the matrices from the Wikipedia link above to rotate the answers by –45° (and also +45°, just in case) (by left-multiplying the vectors and non-vector matrices with the rotation matrix), but doing that doesn't yield any vector or non-vector matrix from the slides which has the same ratio among its elements.

Any input would be GREATLY appreciated!
 
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Can you type the formulas, in question, or at least provide screenshots. I do not trust these sites you are linking to. It has some suspicious pop-ups.
 
Thread locked.
@s3a, please repost the pictures inline rather than as links to web sites. As @scottdave points out, that web set displays the images with some phishy popups.
 

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