HeNLM-LA: a locally adaptive non-local means algorithm based on hermite functions expansion

被引：0
|
作者：
N. V. Mamaev
A. S. Lukin
D. V. Yurin
机构：
[1] Moscow State University,The Faculty of Computational Mathematics and Cybernetics
来源：
Programming and Computer Software | 2014年 / 40卷
关键词：
Noise Level; Image Denoising; Hermite Function; Noise Reduction Algorithm; Noise Level Estimation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
A new noise reduction algorithm HeNLM-LA is proposed. It is a modification of the non-local means algorithm using Hermite functions expansion of pixel neighborhoods. The filtering strength parameter is automatically adjusted proportionally to the local noise level. An algorithm for local noise level estimation is based on edge modeling; it suppresses high-amplitude edges in the map of local image variance.
引用
收藏
页码：199 / 207
页数：8
相关论文
共 50 条
  • [41] Adaptive Search Based Non-Local Means Image De-noising
    Sun, Weifeng
    Han, Min
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 450 - 453
  • [42] An optimized locally adaptive non-local means denoising filter for cryo-electron microscopy data
    Wei, Dai-Yu
    Yin, Chang-Cheng
    JOURNAL OF STRUCTURAL BIOLOGY, 2010, 172 (03) : 211 - 218
  • [43] Adaptive Non-Local Means Image Denoising with Local Similarity Characterization
    Chappelow, J.
    Jordan, P.
    Shea, J.
    Chao, E.
    Harstad, B.
    Maurer, C.
    MEDICAL PHYSICS, 2017, 44 (06) : 3220 - 3220
  • [44] A Simple Algorithm for Image Denoising Based on Non-Local Means and Preliminary Segmentation
    Junez-Ferreira, Carlos A.
    Velasco-Avalos, Fernando A.
    CERMA: 2009 ELECTRONICS ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE, 2009, : 204 - 208
  • [45] Depth Image Inpainting Algorithm Based on Improved Non-Local Means Filtering
    Chen, Jian
    Zhang, Jianfeng
    2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION, ICCEA 2024, 2024, : 964 - 967
  • [46] SURE-Based Non-Local Means
    Van De Ville, Dimitri
    Kocher, Michel
    IEEE SIGNAL PROCESSING LETTERS, 2009, 16 (11) : 973 - 976
  • [47] A Novel Hardware Architecture for Non-local Means Adaptive Filter
    Srinivas, Nagapuri
    Singh, Pratik
    Pradhan, Gayadhar
    NATIONAL ACADEMY SCIENCE LETTERS-INDIA, 2020, 43 (06): : 519 - 522
  • [48] A Novel Hardware Architecture for Non-local Means Adaptive Filter
    Nagapuri Srinivas
    Pratik Singh
    Gayadhar Pradhan
    National Academy Science Letters, 2020, 43 : 519 - 522
  • [49] Adaptive Non-local Means Filtering for Speckle Noise Reduction
    Radlak, Krystian
    Smolka, Bogdan
    COMPUTER VISION AND GRAPHICS, ICCVG 2014, 2014, 8671 : 518 - 525
  • [50] Non-Local Means with Steer Search Window and Adaptive Parameter
    Xiao, Shu
    Hu, Jing
    Wang, Yanfang
    2018 IEEE 3RD INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2018, : 76 - 80
12345