A Novel Non-Local Means Based Super-Resolution Algorithm with Back-Projection

被引:0
|
作者
Lai Rui [1 ]
Yang Yin-tang [1 ]
Zhou Hui-xin [2 ]
Wang Bing-jian
机构
[1] Xidian Univ, Dept Microelect, Xian, Peoples R China
[2] Xidian Univ, Dept Tech Phys, Xian, Peoples R China
来源
2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM) | 2010年
关键词
super-resolution; back projection; non-local means; MOTION;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A novel multi-frame super-resolution (SR) algorithm without explicit motion estimation is proposed. This method is intended to promote the precision of SR reconstruction by embedding the back-projection technique into the non-local means (NLM) based fusion and reconstruction process. Results on test movie show that the proposed method is very successful in providing super-resolution on general sequences and is able to remove the bur and edge artifacts effectively.
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Lightweight image super-resolution via overlapping back-projection feedback network for embedded devices
    Wang, Beibei
    Liu, Changjun
    Yan, Binyu
    Jeon, Seunggil
    Yang, Xiaomin
    Zhang, Zhuoyue
    MICROPROCESSORS AND MICROSYSTEMS, 2023, 98
  • [42] Multi-example feature-constrained back-projection method for image super-resolution
    Zhang J.
    Gai D.
    Zhang X.
    Li X.
    Li, Xuemei (xmli@sdu.edu.cn), 1600, Tsinghua University Press (03): : 73 - 82
  • [43] Back-Projection Lightweight Network for Accurate Image Super Resolution
    Chang, Chia-Yang
    Chien, Shao-Yi
    COMPUTER VISION - ACCV 2018, PT V, 2019, 11365 : 135 - 151
  • [44] Multi-window back-projection residual networks for reconstructing COVID-19 CT super-resolution images
    Qiu, Defu
    Cheng, Yuhu
    Wang, Xuesong
    Zhang, Xiaoqiang
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 200
  • [45] NON-LOCAL HIERARCHICAL RESIDUAL NETWORK FOR SINGLE IMAGE SUPER-RESOLUTION
    Bai, Furui
    Lu, Wen
    Zha, Lin
    Sun, Xiaopeng
    Guan, Ruoxuan
    2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2019, : 2821 - 2825
  • [46] iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks
    Chadha, Aman
    Britto, John
    Roja, M. Mani
    COMPUTATIONAL VISUAL MEDIA, 2020, 6 (03) : 307 - 317
  • [47] MISSING DATA SUPER-RESOLUTION USING NON-LOCAL AND STATISTICAL PRIORS
    Fablet, R.
    Rousseau, F.
    2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 676 - 680
  • [48] iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks
    Aman Chadha
    John Britto
    M. Mani Roja
    Computational Visual Media, 2020, 6 : 307 - 317
  • [49] A non-local approach for image super-resolution using intermodality priors
    Rousseau, Francois
    MEDICAL IMAGE ANALYSIS, 2010, 14 (04) : 594 - 605
  • [50] Non-Local Diffusion Weighted Image Super-Resolution Using Collaborative Joint Information
    Yang, Zhipeng
    He, Peiyu
    2015 IEEE INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2015, : 268 - 273