Perceptual Segmentation: Combining Image Segmentation with Object Tagging

Bergman, Ruth ; Nachlieli, Hila ; Ruckenstein, Gitit ; Shaw, Mark ; Bhaskar, Ranjit

HP Development Company

关键词: object detection;    image tagging;    skin detection;    sky detection;    foliage detection;   

RP-ID  :  HPL-2008-185

学科分类：计算机科学（综合）

美国|英语

来源: HP Labs

【 摘 要 】

Most consumers do not want to edit their images, either because they do not have the time, or they do not have the know how. They do want to be able to press a button that will magically make the objects captured in their photo look better. At the heart of enabling such functionality, lay image analysis models. The more we know about the objects in the photo, the better we can enhance and modify it according to human preferences. We present a necessary piece of this puzzle, breaking the image into significant segments and finding important perceptual objects including skin, sky, snow and foliage.