A PRACTICAL ALGORITHM FOR TANNER GRAPH BASED IMAGE INTERPOLATION

被引：3
|
作者：
Xiong, Ruiqin [1 ]
Ding, Wenpeng [2 ]
Ma, Siwei [1 ]
Gao, Wen [1 ]
机构：
[1] Peking Univ, Sch Elect Engn & Comp Sci, Beijing 100871, Peoples R China
[2] Beijing Univ Technol, Coll Comp Sci & Technol, Beijing AH100124, Peoples R China
来源：
2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING | 2010年
基金：
中国国家自然科学基金;
关键词：
image interpolation; autoregressive model; tanner graph; belief propagation; iterative estimation;
D O I：
10.1109/ICIP.2010.5648958
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper interprets image interpolation as a decoding problem on tanner graph and proposes a practical belief propagation algorithm based on a gaussian autoregressive image model. This algorithm regards belief propagation as a way to generate and fuse predictions from various check nodes. A low complexity implementation of this algorithm measures and distributes the departure of current interpolation result from the image model. Convergence speed of the proposed algorithm is discussed. Experimental results show that good interpolation results can be obtained by a very small number of iterations.
引用
收藏
页码：1989 / 1992
页数：4
相关论文
共 50 条
  • [21] Novel algorithm for image interpolation
    Zheng, S
    Tian, JW
    Liu, J
    Xiong, CY
    OPTICAL ENGINEERING, 2004, 43 (04) : 856 - 865
  • [22] PN code acquisition sum-product algorithm and performance analysis based on tanner graph
    School of Automation, Harbin Engineering University, Harbin 150001, China
    Beijing Youdian Daxue Xuebao, 2009, 3 (50-54):
  • [23] Image interpolation algorithm based on structure component bidirectional diffusion
    Jia, Qian
    Yi, Ben-Shun
    Xiao, Jin-Sheng
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2014, 36 (11): : 2541 - 2548
  • [24] Image Interpolation Algorithm Based on Texture Complexity and Gradient Optimization
    Wang, Yinbo
    Du, Huimin
    ADVANCES IN NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, ICNC-FSKD 2022, 2023, 153 : 682 - 692
  • [25] An edge-preserving-based infrared image interpolation algorithm
    School of Electronic Engineering and Optoelectronic Technology, Nanjing University of Science and Technology, Nanjing 210094, China
    Binggong Xuebao, 2006, 4 (655-658):
  • [26] Image Edge Detection Algorithm Based on Interpolation Wavelet Decomposition
    Zhang, Zhi-Guo
    Zheng, Xi
    Li, Li
    PROCEEDINGS OF THE 3RD ANNUAL INTERNATIONAL CONFERENCE ON ELECTRONICS, ELECTRICAL ENGINEERING AND INFORMATION SCIENCE (EEEIS 2017), 2017, 131 : 385 - 393
  • [27] A New Algorithm for Image Resizing Based on Bivariate Rational Interpolation
    Gao, Shanshan
    Zhang, Caiming
    Zhang, Yunfeng
    COMPUTATIONAL SCIENCE - ICCS 2009, 2009, 5545 : 770 - +
  • [28] Image Interpolation Algorithm Based on Texture Complexity and Gradient Optimization
    Wang, Yinbo
    Du, Huimin
    Lecture Notes on Data Engineering and Communications Technologies, 2023, 153 : 682 - 692
  • [29] Achieving the image interpolation algorithm on The FPGA platform based on ImpulseC
    Jia, Ge
    Peng, Xianrong
    MIPPR 2013: PARALLEL PROCESSING OF IMAGES AND OPTIMIZATION AND MEDICAL IMAGING PROCESSING, 2013, 8920
  • [30] Image impainting algorithm based on level set weighted interpolation
    School of Computer Science and Technology, Shandong Institute of Economic and Techonlogy, China
    不详
    Intl. J. Adv. Comput. Technolog., 8 (82-90):
12345