Image restoration by spatial clustering

被引：0
作者：
Shingai, H
Matsunaga, H
Urahama, K
机构：
[1] Kyushu Inst of Design, Fukuoka, Japan
来源：
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | 1996年 / E79D卷 / 07期
关键词：
image restoration; spatial clustering; sparse data;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A method based on clustering is presented for restoring and segmenting gray scale images. An optimum clustering obtained by a gradient method gives an image with gray scale values which vary smoothly in each segmented region. The method is also applied to restoration from sparsely sampled data.
引用
收藏
页码：1000 / 1003
页数：4
相关论文
共 50 条
  • [1] An adaptive image restoration with spatial statistics
    Pham, TD
    IMAGE AND VIDEO COMMUNICATIONS AND PROCESSING 2003, PTS 1 AND 2, 2003, 5022 : 1013 - 1021
  • [2] A New Spatial Approach to Image Restoration
    Pham, Tuan D.
    Eisenblaetter, Uwe
    2008 FIRST INTERNATIONAL WORKSHOPS ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA), 2008, : 453 - 460
  • [3] A Spatial Clustering Method With Edge Weighting for Image Segmentation
    Li, Nan
    Huo, Hong
    Zhao, Yu-ming
    Chen, Xi
    Fang, Tao
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (05) : 1124 - 1128
  • [4] Image Restoration Based on Improved Patch Clustering in Gaussian Mixture Models
    Qiu, Guoqing
    Wei, Yating
    Yang, Haijing
    Wang, Yantao
    Luo, Pan
    2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 4502 - 4505
  • [5] A spatial distance-based spatial clustering algorithm for sparse image data
    Zhang, Tian -fan
    Li, Zhe
    Yuan, Qi
    Wang, You-ning
    ALEXANDRIA ENGINEERING JOURNAL, 2022, 61 (12) : 12609 - 12622
  • [6] Image Restoration by Combined Order Regularization With Optimal Spatial Adaptation
    Viswanath, Sanjay
    Ghulyani, Manu
    De Beco, Simon
    Dahan, Maxime
    Arigovindan, Muthuvel
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29 : 6315 - 6329
  • [7] An Efficient Multiscale Spatial Rearrangement MLP Architecture for Image Restoration
    Hua, Xia
    Li, Zezheng
    Hong, Hanyu
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 33 : 423 - 438
  • [8] Principal Uncertainty Quantification With Spatial Correlation for Image Restoration Problems
    Belhasin, Omer
    Romano, Yaniv
    Freedman, Daniel
    Rivlin, Ehud
    Elad, Michael
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 46 (05) : 3321 - 3333
  • [9] Harnessing Spatial-Frequency Information for Enhanced Image Restoration
    Park, Cheol-Hoon
    Choi, Hyun-Duck
    Lim, Myo-Taeg
    APPLIED SCIENCES-BASEL, 2025, 15 (04):
  • [10] Adaptive spatial information-theoretic clustering for image segmentation
    Wang, Zhi Min
    Soh, Yeng Chai
    Song, Qing
    Sim, Kang
    PATTERN RECOGNITION, 2009, 42 (09) : 2029 - 2044
12345