final_fa11 - CSE166 Image Processing Final Instructor Prof...

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CSE166 – Image Processing – Final Instructor: Prof. Serge Belongie http://www-cse.ucsd.edu/classes/fa11/cse166-a 11:30am-2:30pm Thu. Dec. 8, 2011. On this exam you are allowed to use a calculator and two 8.5” by 11” sheets of notes. The total number of points possible is 56. Good luck! Part I: Fill in the Blank (1 pt. per blank, 20 pts. total). 1. True or False: k -means is an unsupervised learning method. 2. True or False: a minimum distance classifier is a supervised learning method. 3. If X is an n × k matrix with k < n , the rank of the matrix XX > is . 4. When computing the covariance for a set of vectors, we must first the data. 5. PCA applied to face recognition is known as . 6. True or False: Huffman Coding assigns infrequently occurring symbols short codewords. 7. A good choice of kernel for enhancing oriented fingerprint ridges while suppressing noise would be a(n) . 8. The convolution of the 3rd row and the 5th row of Pascal’s triangle yields .
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