Noise Removal in Color Images Based on Image Gradient Information

被引:0
|
作者
Zhang, Rui [1 ]
He, Wei [1 ]
机构
[1] Ctr Sichuan Elect Power Corp, Customer Serv, Chengdu 610041, Peoples R China
关键词
FILTERS;
D O I
10.1155/2014/213609
中图分类号
O414.1 [热力学];
学科分类号
摘要
We propose a novel noise removal algorithm in color images. First, gradient is extended for color images. On this extended gradient, an algorithmcalled gradient peer group is used to detect the noise in color images and the peer group averaging algorithmis applied to remove the noise detected. The experiment shows that the proposed algorithm can detect and remove noise in color images effectively. The quality of images after noise removal is better than the ones reconstructed by other algorithms.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Removal of impulse noise from color images based on the localized image characteristics and noise level
    Pritamdas, K.
    Singh, Kh Manglem
    Singh, L. Lolitkumar
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2018, 12 (07) : 1377 - 1385
  • [2] Removal of impulse noise from color images based on the localized image characteristics and noise level
    K. Pritamdas
    Kh. Manglem Singh
    L. Lolitkumar Singh
    [J]. Signal, Image and Video Processing, 2018, 12 : 1377 - 1385
  • [3] Noise detection based impulse noise removal for color image
    Yu, M
    Jiang, GY
    Yu, BK
    [J]. 2000 IEEE ASIA-PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS: ELECTRONIC COMMUNICATION SYSTEMS, 2000, : 453 - 456
  • [4] Similarity based impulsive noise removal in color images
    Smolka, B
    Plataniotis, KN
    Lukac, R
    Venetsanopoulos, AN
    [J]. 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS, 2003, : 105 - 108
  • [5] Similarity based impulsive noise removal in color images
    Smolka, B
    Plataniotis, KN
    Lukac, R
    Venetsanopoulos, AN
    [J]. 2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I, PROCEEDINGS, 2003, : 585 - 588
  • [6] Hydrological sheet color image segmentation based on gradient and color information
    Zhan Di
    Li Shijin
    Gao Xiangtao
    Bo Ping
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2014, : 553 - 557
  • [7] NOISE REMOVAL FROM COLOR IMAGES
    ZHENG, J
    VALAVANIS, KP
    GAUCH, JM
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 1993, 7 (03) : 257 - 285
  • [8] Removal of impulse noise from highly corrupted images by using noise position information and directional information of image
    Matsumoto, T
    Taguchi, A
    [J]. ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 2003, 86 (03): : 33 - 43
  • [9] Removal of impulse noise from highly corrupted images by using noise position information and directional information of image
    Taguchi, A
    Matsumoto, T
    [J]. NONLINEAR IMAGE PROCESSING AND PATTERN ANALYSIS XII, 2001, 4304 : 188 - 196
  • [10] Removal of impulse noise in color images based on convolutional neural network
    Zhang, Wenhua
    Jin, Lianghai
    Song, Enmin
    Xu, Xiangyang
    [J]. APPLIED SOFT COMPUTING, 2019, 82