Wavelet transforms and edge detectors on digital images

被引:17
|
作者
Schmeelk, J [1 ]
机构
[1] Virginia Commonwealth Univ Qatar, Dept Math Sci, Doha, Qatar
关键词
wavelet transforms; image analysis; edge detectors;
D O I
10.1016/j.mcm.2004.12.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The paper investigates the problem of locating edges on digital images. The process is completed through various mathematical transforms. The edges are found by implementing mathematical algorithms for convolutions that are adapted to locate the edges and highlights the technique on using wavelet transforms. We are especially addressing the problem of edge detection, because it has far reaching applications to all fields and especially within medicine. A patient can be diagnosed as having an aneurysm by studying an angiogram. An angiogram is the visual view of the blood vessels whereby the edges are highlighted through the implementation of edge detectors. This process can be completed through wavelet transforms and other convolution techniques. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1469 / 1478
页数:10
相关论文
共 50 条
  • [1] Discrete wavelet transforms as change detectors in optic disc images
    Thompson, HW
    Harlow, CA
    Beuerman, RW
    Burgoyne, CF
    Heickell, AG
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 1996, 37 (03) : 5010 - 5010
  • [2] Digital Images Interpolation with Wavelet Edge Extractors
    Adamczyk, Krzysztof
    Walczak, Andrzej
    3RD INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION, 2010, : 399 - 405
  • [3] EDGE DETECTION IN PIPE IMAGES USING CLASSIFICATION OF HAAR WAVELET TRANSFORMS
    Mashford, John
    Rahilly, Mike
    Lane, Brad
    Marney, Donavan
    Burn, Stewart
    APPLIED ARTIFICIAL INTELLIGENCE, 2014, 28 (07) : 675 - 689
  • [4] WAVELET-BASED EDGE DETECTION IN DIGITAL IMAGES
    Hussain, Muhammad
    Abdukirim, Turghunjan
    Okada, Yoshihiro
    INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2008, 8 (04) : 513 - 533
  • [5] Edge Detectors Based Anisotropic Diffusion for Enhancement of Digital Images
    Prasath, V. B. Surya
    Singh, Arindama
    SIXTH INDIAN CONFERENCE ON COMPUTER VISION, GRAPHICS & IMAGE PROCESSING ICVGIP 2008, 2008, : 33 - 38
  • [6] SYMMETRICAL WAVELET TRANSFORMS FOR EDGE LOCALIZATION
    SUN, MG
    SCLABASSI, RJ
    LI, CC
    ZHANG, YP
    SZU, HH
    OPTICAL ENGINEERING, 1994, 33 (07) : 2272 - 2281
  • [7] Forgery detection in digital images via discrete wavelet and discrete cosine transforms
    Hayat, Khizar
    Qazi, Tanzeela
    COMPUTERS & ELECTRICAL ENGINEERING, 2017, 62 : 448 - 458
  • [8] Multiscale edge grammars for complex wavelet transforms
    Romberg, JK
    Choi, H
    Baraniuk, RG
    2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS, 2001, : 614 - 617
  • [9] FILTERING NOISE FROM IMAGES WITH WAVELET TRANSFORMS
    WEAVER, JB
    XU, YS
    HEALY, DM
    CROMWELL, LD
    MAGNETIC RESONANCE IN MEDICINE, 1991, 21 (02) : 288 - 295
  • [10] ON APPLICATION OF WAVELET TRANSFORMS TO SEGMENTATION OF ULTRASOUND IMAGES
    Kies, Pawel
    COMPUTER VISION AND GRAPHICS (ICCVG 2004), 2006, 32 : 875 - 880