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Image Measurements Homework: Computing Image Features for Various Angles and Scales, Lecture notes of Computer Networks

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.

Typology: Lecture notes

2015/2016

Uploaded on 02/08/2016

Kingballer12
Kingballer12 🇺🇸

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Download Image Measurements Homework: Computing Image Features for Various Angles and Scales and more Lecture notes Computer Networks in PDF only on Docsity! Homework #1: Image Measurements Due Tuesday, October 8th 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. 1. Consider the following black and white image as the test image (40 Points) TEST IMAGE 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, 7π/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 images. Write captions saying what is what (at most one line per image). You can submit 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, 7π/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 images.) c. Compute for the 8 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6 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 images.) 2. Consider the following Noisy image (40 Points) PAGE 1 TEST IMAGE NOISE 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, 7π/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 images.) e. Compute for the 16 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/6, π, 7π/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 images.) f. Compute for the 8 values θ=0, π/6, π/4, π/3, π/2, 2π/3, 3π/4, 5π/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 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 images.) 3. Consider the following image (30 Points) FACE IMAGE PAGE 1
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