Fuzzy bilateral filtering for color images

被引:0
|
作者
Morillas, Samuel [1 ]
Gregori, Valentin [1 ]
Sapena, Almanzor [1 ]
机构
[1] Univ Politecn Valencia, EPS Gandia, Gandia 46730, Valencia, Spain
来源
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Bilateral filtering is a well-known technique for smoothing gray-scale and color images while preserving edges and image details by means of an appropriate nonlinear combination of the color vectors in a neighborhood. The pixel colors are combined based on their spatial closeness and photometric similarity. In this paper, a particular class of fuzzy metrics is used to represent the spatial and photometric relations between the color pixels adapting the classical bilateral filtering. It is shown that the use of these fuzzy metrics is more appropriate than the classical measures used.
引用
收藏
页码:138 / 145
页数:8
相关论文
共 50 条
  • [21] SPATIAL COHERENT OPTICAL FILTERING OF COLOR IMAGES
    ZHABOTINSKI, ME
    LAPIDES, AA
    [J]. OPTICS LETTERS, 1982, 7 (01) : 4 - 6
  • [22] Peer Group Filtering of Noisy Color Images
    Smolka, Bogdan
    [J]. ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 781 - 784
  • [23] Frechet Filters for Color and Hyperspectral Images Filtering
    Ostheimer, Ekaterina
    Labunets, Valeriy
    Komarov, Denis
    Fedorova, Tat'yana
    [J]. ANALYSIS OF IMAGES, SOCIAL NETWORKS AND TEXTS, AIST 2015, 2015, 542 : 57 - 70
  • [24] Fuzzy classification of human skin color in color images
    Boaventura, I. A. G.
    Volpe, V. M.
    da Silva, I. N.
    Gonzaga, A.
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 5071 - +
  • [25] RESTORATION OF COLOR IMAGES BY MULTICHANNEL KALMAN FILTERING
    GALATSANOS, NP
    CHIN, RT
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (10) : 2237 - 2252
  • [26] Principal Component Analysis for Accelerating Color Bilateral Filtering
    Ishikawa, Kazuya
    Oishi, Sou
    Fukushima, Norishige
    [J]. INTERNATIONAL WORKSHOP ON ADVANCED IMAGING TECHNOLOGY, IWAIT 2023, 2023, 12592
  • [27] COLOR BILATERAL FILTERING USING STRATIFIED FOURIER SAMPLING
    Ghosh, Sanjay
    Chaudhury, Kunal N.
    [J]. 2018 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2018), 2018, : 26 - 30
  • [28] Fuzzy segmentation of color images and indexing of fuzzy regions
    Philipp-Foliguet, S
    Vieira, MB
    Sanfourche, M
    [J]. CGIV'2002: FIRST EUROPEAN CONFERENCE ON COLOUR IN GRAPHICS, IMAGING, AND VISION, CONFERENCE PROCEEDINGS, 2002, : 507 - 512
  • [29] Fuzzy error diffusion of color images
    Akarun, L
    Ozdemir, D
    Alpaydin, E
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL III, 1997, : 46 - 49
  • [30] A fuzzy algorithm for color quantization of images
    Özdemir, D
    Akarun, L
    [J]. PATTERN RECOGNITION, 2002, 35 (08) : 1785 - 1791