A Morphological Color Image Contrast Enhancement Technique Using Hilbert 3D Space Filling Curve

被引:3
|
作者
Sinha, Rajesh Kumar [1 ]
Subudhi, Priyambada [1 ]
Mukhopadhyay, Susanta [1 ]
机构
[1] Indian Sch Mines, Indian Inst Technol, Dhanbad, Bihar, India
来源
ADVANCED COMPUTATIONAL AND COMMUNICATION PARADIGMS, VOL 2 | 2018年 / 706卷
关键词
Color image morphology; Contrast enhancement; Hilbert curves; Multivalued morphology; Space filling curves;
D O I
10.1007/978-981-10-8237-5_44
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a method based on mathematical morphology for enhancing the contrast of a color image using total ordering with Hilbert space filling curves. The method defines a total ordering of three-dimensional (3D) space (RGB space) using Hilbert 3D space filling curve and then applies morphological operators on the color image to obtain the contrast enhanced image. The output obtained through the above method has been compared with the outputs obtained through marginal morphology and vector morphology based on a distance measure. Experimental results show the efficiency of the proposed method in terms of enhanced contrast and better time complexity.
引用
收藏
页码:453 / 463
页数:11
相关论文
共 50 条
  • [21] Color Image Enhancement Using a Multiscale Morphological Approach
    Mendez, Raul
    Cardozo, Rodolfo
    Vazquez Noguera, Jose Luis
    Legal-Ayala, Horacio
    Mello Roman, Julio Cesar
    Grillo, Sebastian
    Garcia-Torres, Miguel
    COMPUTER SCIENCE - CACIC 2018, 2019, 995 : 109 - 123
  • [22] Summarizing the 4D image stack of ultrafast dynamic contrast enhancement MRI of breast cancer in 3D using color intensity projections
    Cover, Keith S.
    Duvivier, Katya M.
    de Graaf, Pim
    Wittenberg, Rianne
    Smit, Ruth
    Kuijer, Joost P. A.
    Hofman, Mark B. M.
    Slotman, Ben J.
    Verdaasdonk, Ruud M.
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2019, 49 (05) : 1391 - 1399
  • [23] Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets
    Chen, Chao
    Raymond, Catalina
    Speier, William
    Jin, Xinyu
    Cloughesy, Timothy F.
    Enzmann, Dieter
    Ellingson, Benjamin M.
    Arnold, Corey W.
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2023, 70 (02) : 401 - 412
  • [24] A classical morphological approach to color image filtering based on space filling curves
    Stringa, E
    Teschioni, A
    Regazzoni, CS
    PROCEEDINGS OF THE IEEE-EURASIP WORKSHOP ON NONLINEAR SIGNAL AND IMAGE PROCESSING (NSIP'99), 1999, : 351 - 354
  • [25] Visual Cryptography and Image Steganography using Space Filling Hilbert Curves
    Sheidaeian, Hamed
    Abbasifard, Mohammad Reza
    Zolfaghari, Behrouz
    4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING ( ICACTE 2011), 2011, : 763 - 767
  • [26] Underwater image enhancement combining dual color space and contrast learning
    Zhang, Wenming
    Wang, Bin
    Li, Yaqian
    Li, Haibin
    OPTIK, 2023, 284
  • [27] BALANCE CONTRAST ENHANCEMENT TECHNIQUE AND ITS APPLICATION IN IMAGE COLOR COMPOSITION
    GUO, LJ
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 1991, 12 (10) : 2133 - 2151
  • [28] Improved security in the genetic algorithm-based image steganography scheme using Hilbert space-filling curve
    Yadav, Gyan Singh
    Ojha, Aparajita
    IMAGING SCIENCE JOURNAL, 2019, 67 (03): : 148 - 158
  • [29] Online data visualization of multidimensional databases using the Hilbert space-filling curve
    Castro, Jose
    Burns, Steven
    PIXELIZATION PARADIGM, 2007, 4370 : 92 - +
  • [30] 3D Image Noise Reduction and Contrast Enhancement in Optical Coherence Tomography
    Xu, Kuanhong
    Wang, Qiang
    Jang, Wooyoung
    Hao, Zhihui
    Ren, Haibing
    Kim, Jiyeun
    MEDICAL IMAGING 2013: IMAGE PROCESSING, 2013, 8669