HW2 - HW2 Image Enhancement Using Filtering Prob 1(20 Image gray-level stretching Read in the HW_2_1 image and display the image and comment on its

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HW2 Image Enhancement Using Filtering Prob. 1 (20 %) Image gray-level stretching. Read in the HW_2_1.jpg image and display the image and comment on its brightness and contrast. a) Plot a histogram of the image. Although Matlab has a histogram function, write your own code to calculate the histogram. What are the mean and standard deviation of this image? b) Compute the mean and standard deviation of the gray levels of this image. c) Derive a transformation that yields a mean of 128 and a standard deviation of 80 for the processed image. Stretch the image according to your transformation and display it. Make sure you account for pixels falling "off the ends" of the distribution (i.e., less than 0 and greater than 255). Submit the processed image, and also a plot of the new histogram. Prob. 2 (20 %) Power-law transformation Based on the low contrast image HW_2_1.jpg, please use the power-law transform, i.e., cr s , to enhance the image. First, you have to decide the value of power
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This note was uploaded on 07/08/2011 for the course EE 440 taught by Professor Jenq-nenghwang during the Spring '11 term at University of Washington.

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HW2 - HW2 Image Enhancement Using Filtering Prob 1(20 Image gray-level stretching Read in the HW_2_1 image and display the image and comment on its

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