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A homework assignment where students are required to compute image features such as sobel filters for different angles (θ) and scales (s) for three given images: a test image in black and white, a noisy image, and a face image. The assignment involves computing the filters for 16 different angles and three scales for each image, ensuring the computation is done within a frame of 7 pixels away from the boundaries for the largest scale. The results are to be presented as images and submitted either by email or in class.
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Due Tuesday, October 8 th^ 2002.
Professor Davi Geiger
In the word file image-measurements.doc you can find fast techniques to compute. Make sure you read the document image-measurements.doc.
You are encouraged to work in small groups, no more than five students, and three students together works better than five. However, submit and write your final homework independently.
This image will be on the web site in three different formats: bmp, ras, jpg.
a. Compute for the 16 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, π, 7 π/6, 5π/4, 4π/3, 3π/2, 5π/3, 7π/4, 13π/6 and 3 scales, s= 3, 5, 7. Μake sure you compute only within a frame of 7 pixels away from the boundaries (largest scale). Show the results as images for θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, and s= 3, 5, 7 (these are 24 images to show, use three pages to show them all, one page for 8 i m ages. Write captions saying what is what (at most one line per image). You can su b mit by e-mail or you can print it and give it in classt.)
b. Compute for the 16 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, π, 7 π/6, 5π/4, 4π/3, 3π/2, 5π/3, 7π/4, 13π/6 and 3 scales, s= 3, 5, 7. Μake sure you compute only within a frame of 7 pixels away from the boundaries (largest scale). e-mail-or-print the results as images for θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, and s= 3, 5, 7 (these are 24 images to show, use three pages to show them all, one page for 8 i m ages.)
c. Compute for the 8 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/ and 3 scales, s= 3, 5, 7. Show the results as 8 Images per scale. Μake sure you compute only within a frame of 7 pixels away from the boundaries (largest scale). e-mail-or-prin the results as images for θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, and s= 3, 5, 7 (these are 24 images to show, use three pages to show them all, one page for 8 i m ages.)
This image will be on the web site in three different formats: bmp, ras, jpg.
d. Compute for the 16 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, π, 7 π/6, 5π/4, 4π/3, 3π/2, 5π/3, 7π/4, 13π/6 and 3 scales, s= 3, 5, 7. Μake sure you compute only within a frame of 7 pixels away from the boundaries (largest scale). e-mail-or-prin the results as images for θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, and s= 3, 5, 7 (these are 24 images to show, , use three pages to show them all, one page for 8 i m ages.)
e. Compute for the 16 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, π, 7 π/6, 5π/4, 4π/3, 3π/2, 5π/3, 7π/4, 13π/6 and 3 scales, s= 3, 5, 7. Μake sure you compute only within a frame of 7 pixels away from the boundaries (largest scale). e-mail-or-print the results for θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, and s= 3, 5, 7 (these are 24 images to show, use three pages to show them all, one page for 8 i m ages.)
f. Compute for the 8 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/ and 3 scales, s= 3, 5, 7.. Μake sure you compute only within a frame of 7 pixels away from the boundaries (largest scale). Show the results as 8 Images per scale. e-mail-or-prin the results as images for θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, and s= 3, 5, 7 (these are 24 images to show, use three pages to show them all, one page for 8 i m ages.)