MRF-based exemplar inpainting technology in contourlet domain

Computer Engineering and Applications ›› 2012, Vol. 48 ›› Issue (30): 197-200.

Previous Articles Next Articles

MRF-based exemplar inpainting technology in contourlet domain

WANG Shuang, CHEN Guangqiu, SUN Junxi, YANG Huamin

School of Electronic and Information Engineering, Changchun University of Science and Technology, Changchun 130022, China

Online:2012-10-21 Published:2012-10-22

一种轮廓波域MRF样本修补技术

王爽，陈广秋，孙俊喜，杨华民

长春理工大学电子信息工程学院，长春 130022

Abstract

Abstract: An MRF-based exemplar inpainting technology??in the contourlet domain is diccussed. The image is converted to contourlet domain by contourlet transform and is inpainted according to multi-scale and multi-direction. Compared with the classical discrete wavelet domain inpainting algorithm, the proposed method can more further suprress mosaic effect and preserve the textural and structural feature better.

Key words: Markov Random Field（MRF）-based exemplar inpainting, discrete wavelet transform, contourlet transform

摘要： 提出轮廓波域MRF样本修补方法，通过轮廓波变换把待修补图像进行多尺度、多方向修补。实验结果表明，与传统的离散小波修补方法相比，轮廓波域MRF样本修补技术能更好抑制马赛克现象，保持良好的纹理和结构特征。

关键词: 马尔可夫随机场（MRF）样本修补, 离散小波变换, 轮廓波变换

WANG Shuang, CHEN Guangqiu, SUN Junxi, YANG Huamin. MRF-based exemplar inpainting technology in contourlet domain[J]. Computer Engineering and Applications, 2012, 48(30): 197-200.

王爽，陈广秋，孙俊喜，杨华民. 一种轮廓波域MRF样本修补技术[J]. 计算机工程与应用, 2012, 48(30): 197-200.

[1]	SHI Xiaobo, LIN Suzhen, SANG Xinya. Restoring Method of Defects Based on Continuous Patch of Structure and Multi-Scale Transform [J]. Computer Engineering and Applications, 2019, 55(8): 189-194.
[2]	WANG Lie, LUO Wen, CHEN Junhong, QIN Weimeng. Fusion of infrared and visible images based on adaptive PCNN and information extraction [J]. Computer Engineering and Applications, 2018, 54(4): 192-198.
[3]	JIA Pengtao, JIA Wei. Recherche algorithm on coal mine multi-target trajectory tracking [J]. Computer Engineering and Applications, 2018, 54(2): 222-227.
[4]	WEN Jili1, DING Lixin1, WAN Runze1, ZOU Zhenping2. Non-reference image quality assessment method based on region of interest [J]. Computer Engineering and Applications, 2018, 54(16): 169-175.
[5]	LV Fengjie, XIN Ke. Blind noisy image quality assessment algorithm based on wavelet kurtosis [J]. Computer Engineering and Applications, 2017, 53(7): 202-205.
[6]	ZHENG Jiming1, 2, CUI Yuyan1, GENG Jinling2, CHEN Long1. Detection of copy-move forgery in image based on DWT and ORB [J]. Computer Engineering and Applications, 2017, 53(11): 187-191.
[7]	GU Zhipeng, HE Xinguang. Multiscale remote sensing image fusion method coupling edge detection and optimization [J]. Computer Engineering and Applications, 2017, 53(11): 192-198.
[8]	SONG Jianhui, GAN Jing, LIU Yanju. Infrared and visible image fusion based on PCNN and region characters [J]. Computer Engineering and Applications, 2016, 52(8): 186-190.
[9]	KANG Liangcheng, LI Chaofeng. JPEG compressed image quality assessment method based on digital watermarking in contourlet domain [J]. Computer Engineering and Applications, 2016, 52(21): 206-210.
[10]	SONG Youcai1, TAN Fuxiao1, WANG Shibing1, HAN Bo1，2, ZHAO Zhengping1. Algorithm study and VLSI implementation of flipping structure 2D 9/7 inverse discrete wavelet transform [J]. Computer Engineering and Applications, 2015, 51(5): 214-216.
[11]	XIONG Xiangguang1, WANG Li2. Improved reference watermarking scheme in DWT-SVD domain [J]. Computer Engineering and Applications, 2014, 50(7): 75-79.
[12]	TANG Fei1, YANG Huixian1, ZENG Youwei1, LI li2, TAN Zhenghua2. Image denosing algorithm based on improved Contourlet transform [J]. Computer Engineering and Applications, 2014, 50(5): 132-136.
[13]	ZHANG Jianhai1，2, WEN Xianbin1，2, LEI Ming1，2, XU Haixia1，2, QIN Chan1，2, LIU Jing1，2. Robust approach of 3D mesh watermarking in wavelet domain [J]. Computer Engineering and Applications, 2014, 50(4): 98-102.
[14]	SONG Youcai1, HAN Bo1，2, WANG Shibing1, TAN Fuxiao1, ZHAO Zhengping1. High performance VLSI architecture for 2D DWT [J]. Computer Engineering and Applications, 2014, 50(20): 187-191.
[15]	HUAI Xiangbing, LI Zhengxin, LIU Jianli, GAO Weidong. New fabric defect image denoising method based on contourlet transform [J]. Computer Engineering and Applications, 2014, 50(19): 143-146.

MRF-based exemplar inpainting technology in contourlet domain

一种轮廓波域MRF样本修补技术

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics