New spatial based MRI image de-noising algorithm

被引:0
|
作者
M. A. Balafar
机构
[1] Tabriz University,Department of Computer, Faculty of Engineering
来源
关键词
De-noising algorithms; MRI; Brain;
D O I
暂无
中图分类号
学科分类号
摘要
Nowadays, fast scan techniques are used to reduce scanning times. These techniques raise scanning noise level in MRI systems. Instead of progress made in image de-noising, still, it is challenging. A novel edge-preserving neighbourhood filter for image enhancement is proposed. The main focus of this paper is to propose an adaptive filtering function to account for the image content while try to preserve edge of image. Proposed algorithm uses the edges of image to do edge-preserving neighbourhood filtering. Contribution of a sample, in neighbourhood of a pixel, in filtering, depends on the space between the pixel and the sample. In fact, the sample which there is edge between it and the pixel don’t contribute in the grey level estimation. Promising experimental results on simulated and real brain images and comparison with state-of-art de-noising algorithm demonstrate the potential of proposed algorithm.
引用
收藏
页码:225 / 235
页数:10
相关论文
共 50 条
  • [21] De-noising algorithm for SAR image based on enhanced contourlet transform domain
    Lu, Changhua
    Sheng, Liuqing
    Liu, Shousheng
    [J]. INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011), 2011, 8285
  • [22] A region-based video de-noising algorithm based on temporal and spatial correlations
    Hu, Hai-Miao
    Gao, Yuanyuan
    Guo, Qiang
    Li, Bo
    [J]. NEUROCOMPUTING, 2017, 266 : 361 - 374
  • [23] Research on the Image De-noising Algorithm Based on Wiener Filtering and Edge Modeling
    Tian, Chuan
    Li, Xin
    Wang, Peng
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON ELECTRONIC, MECHANICAL, INFORMATION AND MANAGEMENT SOCIETY (EMIM), 2016, 40 : 499 - 504
  • [24] Optimization of Wavelet-Based De-noising in MRI
    Bartusek, Karel
    Prinosil, Jiri
    Smekal, Zdenek
    [J]. RADIOENGINEERING, 2011, 20 (01) : 85 - 93
  • [25] An Image De-noising Algorithm based on the Dual-Tree Complex Wavelet
    Ning, Yongmin
    Li, Lingling
    Shi, Hua
    Chen, Jing
    [J]. MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 1412 - +
  • [26] Low-light Level Image De-noising Algorithm Based on PCA
    Miao Zhuang
    Wang Xiuqin
    Yin Panqiang
    Lu Dongming
    [J]. INTERNATIONAL SYMPOSIUM ON OPTOELECTRONIC TECHNOLOGY AND APPLICATION 2014: IMAGE PROCESSING AND PATTERN RECOGNITION, 2014, 9301
  • [27] Research on the De-noising Algorithm
    Shi Xiao-xia
    Li Jun-zhi
    [J]. PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 3679 - +
  • [28] SAR Image De-noising Based on Nuclear Norm Minimization Fusion Algorithm
    Liu, Shuaiqi
    Ming, Liu
    Shi, Mingzhu
    Qi, Xin
    Qi, Hu
    [J]. COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, 2018, 423 : 193 - 201
  • [30] Efficient Image De-Noising Technique Based on Modified Cuckoo Search Algorithm
    Sankaran, Sakthidasan K.
    Vasudevan, N.
    Diderot, Kumara Guru P.
    Nagarajan, V
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2019, 43 (10)