Preliminary results on sky segmentation

The goal of this paper is to classify an image into two regions: sky and non-sky. We discuss here the possibility to use a non-linear simplifying filter that operates on high frequencies of the color image, more specifically on the Blue channel, and next to use a k-means classifier with two clusters to perform the sky segmentation.