Finder File Edit View Go Window Help , 5396 (D. Fri 10:47 PM a 0 web.cs.ucdavis.

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Finder File Edit View Go Window Help , 5396 (D. Fri 10:47 PM a 0 web.cs.ucdavis.edu S...M s...67 Chegg.com https://smartsite.u Annie Mac - Next on Jessie Ware Slav... Years & Years+An.. Lucy Rose Nothi.. Yak - Plastic Peopl web.cs.ucdavis.ed- 5. For the implementation questions, make sure your code is documented, 1s bug-free, and works out of the box. Please be sure to submit all main and helper functions. Be sure to not include absolute paths. Points will be deducted if your code does not run out of the box. S...M le...2 S...M le...3 6. If plots are required, you must include them in your answer sheet (pdf and your code must display them when run. Points will be deducted for not following this protocol S...M le...4 1 Short answer problems [20 points] 1. Suppose we form a texture description using textons built from a filter bank of multiple anisotropic derivative of Gaussian filters at two scales and six orientations (as displayed below in Figure 1). Is the resulting representation sensitive to orientation, or is it invariant to orientation? Explain why. 30 20 20 e: Figure 1: Filter bank 2. Consider Figure 2 below. Each small dot denotes an edge point extracted from an image. Say we are going to use k-means to cluster these points' positions into k-2 groups. That is, we will run k-means where the feature inputs are the (x,y) coordinates of all the small dots. What is a likely clustering assignment that would result? Briefly explain your answer.

Explanation / Answer

based on the figure above, it displays sensitivity to orientation because frames 3 and 4 have thinner lines compare to 1 and 6.

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