An Image Preprocessing Method for Fingernail Segmentation in Microscopy Image

被引:0
|
作者
Lee, Shih-Hsiung [1 ]
Yang, Chu-Sing [1 ]
Hou, Ting-Wei [2 ]
Yeh, Chien-Hui [2 ]
机构
[1] Natl Cheng Kung Univ, Inst Comp & Commun Engn, Tainan, Taiwan
[2] Natl Cheng Kung Univ, Dept Engn Sci, Tainan, Taiwan
关键词
image preprocessing; image segmentation; nail segmentation; microscopy image;
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
The digital image processing plays an important part in medical image. In traditional Chinese medicine, the surface growth status of nails reflects the physiological condition of human body. The diseases can be predicted and prevented effectively by nail diagnosis. In the nail structure, the lunula and nail plate are important reference frames. The proportion of lunula to the nail plate reflects the human health status. Therefore, this paper proposes an image preprocessing method, trying to segment different parts of nail: lunula and nail plate. In the data of poor image quality, the lunula may not be presented clearly. In order to maintain the nail image quality, this paper uses microscope to capture nail image. Besides lunula and nail plate, the nail details, such as free edge, cross striation and longitudinal striation, can be seen clearly in the image captured by microscope. More details are displayed, meaning the complexity of image processing is increased. At the present stage, this paper only implements a series of image preprocessing steps for the separation of lunula and nail plate. The experimental results show that the effect is significant. It can be used in medical diagnostic system, biometric authentication or other biometric applications in the future.
引用
收藏
页码:489 / 493
页数:5
相关论文
共 50 条
  • [21] Research on preprocessing method for CORONA satellite image
    Hu, Ju
    Yang, Liao
    Li, Junli
    Shen, Jinxiang
    Peng, Qingqing
    MIPPR 2011: REMOTE SENSING IMAGE PROCESSING, GEOGRAPHIC INFORMATION SYSTEMS, AND OTHER APPLICATIONS, 2011, 8006
  • [22] Preprocessing method of microstructure image of geotechnical materials
    Zhou, Jinxuan
    ENVIRONMENTAL TECHNOLOGY & INNOVATION, 2020, 19
  • [23] Bayesian image segmentation and the data preprocessing method using fuzzy c-mean clustering
    Pan, Li
    Zheng, Hong
    FIRST INTERNATIONAL MULTI-SYMPOSIUMS ON COMPUTER AND COMPUTATIONAL SCIENCES (IMSCCS 2006), PROCEEDINGS, VOL 2, 2006, : 686 - +
  • [24] A Study of Image Segmentation Algorithms Combined with Different Image Preprocessing Methods for Thyroid Ultrasound Images
    Chen, Junying
    Li, Feng
    Fu, Yixuan
    Liu, Qun
    Huang, Jiajun
    Li, Kai
    2017 IEEE INTERNATIONAL CONFERENCE ON IMAGING SYSTEMS AND TECHNIQUES (IST), 2017, : 49 - 53
  • [25] Effect of Preprocessing on Performance of Neural Networks for Microscopy Image Classification
    Uka, Arban
    Polisi, Xhoena
    Barthes, Julien
    Halili, Albana Ndreu
    Skuka, Florenc
    Vrana, Nihal Engin
    2020 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRONICS & COMMUNICATIONS ENGINEERING (ICCECE, 2020, : 162 - 165
  • [26] Image segmentation method of RGB image and depth image based on kinect
    Xiao, Z. G.
    Li, N. F.
    Zhang, F.
    Liu, C. C.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 91 - 91
  • [27] An image segmentation method for immune cell image analysis
    Jiang, ZG
    Xie, FY
    Zhou, XK
    SECOND INTERNATION CONFERENCE ON IMAGE AND GRAPHICS, PTS 1 AND 2, 2002, 4875 : 610 - 613
  • [28] New Method for Image Segmentation
    Lalaoui, Lahouaoui
    Mohamadi, Tayeb
    Djaalab, Abdelhak
    WORLD CONFERENCE ON TECHNOLOGY, INNOVATION AND ENTREPRENEURSHIP, 2015, : 1971 - 1980
  • [29] A NEW METHOD FOR IMAGE SEGMENTATION
    YANOWITZ, SD
    BRUCKSTEIN, AM
    COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1989, 46 (01): : 82 - 95
  • [30] A Hierarchical Image Segmentation Method
    Wang Yongxiong
    Su Jianbo
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 3696 - 3701