Abstract: This article proposes a model based on the statistical features of noise to improve image segmentation. After a brief review of the current image segmentation and noise reduction methodologies, it presents a new model to improve image segmentation. In the new model, it preserves the original image with the noise and takes the noise as part of the region features to produce the better segmentation results.

Key words: image segmentation method, noise, statistical model