Title :
A simple real-time image cloning algorithm based on modified mean-value coordinates
Author :
Yehu Shen; Yehu Shen; Lei Wei; Qiming Xu; Zhenyun Peng; Qicong Wang
Author_Institution :
Department of system integration and IC design, Suzhou Institute of Nano-tech &
Abstract :
Image cloning which could copy the source image and “paste“ it into the target image seamlessly is one of an important digital image manipulation technique. Traditional methods to cope with this problem were to analyze image information in gradient domain according to solving Poisson equations. As a result, existing methods need high computational cost and memory usage which hinder them from real-time applications with high-resolution images. In this paper, we propose an algorithm to cope with image cloning problem based on modified mean-value coordinates technique so that we transform the problem into an image interpolation procedure which is very simple and easy to implement without diminishing the performances. Furthermore, we use GPGPU (General Purpose Computing on Graphics Processing Unit) technique to accelerate the proposed algorithm and achieve real-time performances with the cloned region whose size is about 1 mega pixels.
Keywords :
"Cloning","Graphics processing units","Image color analysis","Real-time systems","Interpolation","Poisson equations"
Conference_Titel :
Control, Automation and Information Sciences (ICCAIS), 2015 International Conference on
DOI :
10.1109/ICCAIS.2015.7338644