Sunday, July 23, 2006

Bentley, Trevor: Final Project

My final project is a program that reduces the number of colors in an image or video using the k-means clustering algorithm to determine the "k" most common colors in the image. My program can be used to reduce the file size of an image, or to create artistic dual-color images. Traditionally, this technique is used in robotics vision to simplify processing of what the robot sees. For instance, it has been used in Robot Soccer to help the robots find the ball and markings on the field.

Two-color image:
Two-color panoramic:

10-color image:

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