The novelties in automatic creation of digital albums, digital cameras and digital image editing tools assisted in developing advanced image based applications. Nevertheless, these products produce shape images that are often aesthetically unsatisfactory, partly due to their failure to extract the interesting part of an image, and partly due to their limitations in extracting only rectangular regions. Our technology is significantly better at recognizing, defining and extracting regions of interest (ROIs) from image and can be applied in a wide variety of applications.