Image Inpainting based on Pyramids

摘要：

Image inpainting is a technique used to automatically recover the damaged or missing regions in digital images or used to remove the unwanted objects from images. This paper presents a novel approach for recovering the damaged regions of digital images based on pyramids. The idea is to generate the pyramids of the image to the level where all the damaged pixels are fully eliminated. Then the damaged pixels are filled in from the bottom pyramid to the top. In pyramid image at level i, the damaged pixels are filled in from the EXPANDED pyramid image at level i. 1, and so on up to the level 0 pyramid. The proposed technique has been tested over a large verity of images and shown excellent results to restore small damaged regions and satisfactory results for large damaged regions.

关键词： Image Inpainting Image Restoration Image Retouch Image Scratch Removal

作者: M.Shahid Farid Hassan Khan Arif Mahmood

作者单位: Punjab University College of Information Technology University of the Punjab, Lahore, Pakistan

会议类型: 国际会议

会议名称: 2010 IEEE 10th International Conference on Signal Processing(第十届信号处理国际会议 ICSP 2010)

会议地点: 北京

会议语种:英文

页码: 711-715

在线出版日期: 2010-08-24（万方平台首次上网日期，不代表论文的发表时间）