An Improved Exemplar-based Image Inpainting Algorithm

被引:0
|
作者
Xiang, Chunyang [1 ]
Duan, Pengsong [2 ]
Cao, Yangjie [2 ]
Shi, Lei [1 ]
机构
[1] Zhengzhou Univ, Sch Informat Engn, Zhengzhou 450052, Peoples R China
[2] Zhengzhou Univ, Sch Software Technol, Zhengzhou 450052, Peoples R China
关键词
image inpainting; exemplar block; Difference Method;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Aiming to address deficiencies existing in traditional image inpainting algorithms, an improved image inpainting algorithm, named S-Criminisi, is proposed. Compared with traditional image inpainting algorithms, advantages of S-Criminisi are: (1) Instead of using traditional curve fitting method, S-Criminisi utilizes the Difference Method calculating gradient operator and obtaining curvature of target point; (2) To solve discontinuities of visual images caused by error matching, a new matching method based on matrix similarity is applied by S-Criminisi. Experimental results show that S-Criminisi is more suited for characteristics of digital image and be a better solution for discontinuities of visual images.
引用
收藏
页码:770 / 775
页数:6
相关论文
共 50 条
  • [1] An improved image quality algorithm for exemplar-based image inpainting
    Abdulla, Alan Anwer
    Ahmed, Mariwan Wahid
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (09) : 13143 - 13156
  • [2] An improved image quality algorithm for exemplar-based image inpainting
    Alan Anwer Abdulla
    Mariwan Wahid Ahmed
    [J]. Multimedia Tools and Applications, 2021, 80 : 13143 - 13156
  • [3] Image inpainting with improved exemplar-based approach
    Chen, Qiang
    Zhang, Yingxiang
    Liu, Yuncai
    [J]. MULTIMEDIA CONTENT ANALYSIS AND MINING, PROCEEDINGS, 2007, 4577 : 242 - +
  • [4] Enhanced algorithm for Exemplar-based Image Inpainting
    Liu, Ye-fei
    Wang, Fu-long
    Xi, Xiang-yan
    [J]. 2013 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2013, : 209 - 213
  • [5] A Novel Exemplar-based Image Inpainting Algorithm
    Liu Ying
    Liu Chan-juan
    Zou Hai-lin
    Zhou Shu-sen
    Shen Qian
    Chen Tong-tong
    [J]. 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS IEEE INCOS 2015, 2015, : 86 - 90
  • [6] A novel patch matching algorithm for exemplar-based image inpainting
    Fan, Qian
    Zhang, Lifeng
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (09) : 10807 - 10821
  • [7] A novel patch matching algorithm for exemplar-based image inpainting
    Qian Fan
    Lifeng Zhang
    [J]. Multimedia Tools and Applications, 2018, 77 : 10807 - 10821
  • [8] AN IMPROVED EXEMPLAR-BASED IMAGE REPAIRING ALGORITHM
    Kuo, Tien-Ying
    Kuan, Yun-Ping
    Wan, Kuan-Hung
    Wang, Yu-Shuo
    Cheng, Yi-Jun
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), 2017, : 1315 - 1319
  • [9] A Variational Framework for Exemplar-Based Image Inpainting
    Arias, Pablo
    Facciolo, Gabriele
    Caselles, Vicent
    Sapiro, Guillermo
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2011, 93 (03) : 319 - 347
  • [10] An Effective Exemplar-based Image Inpainting Method
    Yin, Lixin
    Chang, Chen
    [J]. PROCEEDINGS OF 2012 IEEE 14TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, 2012, : 739 - 743