I Implemented region growing algorithm for gray-scale images. Absolute intensity differences are used for region definition. The algorithm takes one seed as input from users via clicking a point in the image and returns with segmentation results. It uses 8-connectivity of pixels to do segmentation. It uses image “input1.jpg" along with its ground truth “out1.jpg" to report TP rate, FP rate, and F-score.