A review of medical image enhancement methods(PDF)
《中国医学物理学杂志》[ISSN:1005-202X/CN:44-1351/R]
- Issue:
- 2023年第4期
- Page:
- 410-415
- Research Field:
- 医学影像物理
- Publishing date:
Info
- Title:
- A review of medical image enhancement methods
- Author(s):
- SHANGGUAN Hongting1; LIU Yuhong1; 2
- 1. Department of Biomedical Engineering, Chengdu Medical College, Chengdu 610500, China 2. School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 610054, China
- Keywords:
- Keywords: image processing medical image enhancement histogram?qualization Retinex theory deep learning review
- PACS:
- R318；TP75
- DOI:
- DOI:10.3969/j.issn.1005-202X.2023.04.003
- Abstract:
- Abstract: The purpose of medical image enhancement methods is to obtain the optimized medical images through image enhancement, thereby helping to obtain more detailed information from the images, further making more objective diagnosis and formulating more comprehensive treatment plants, which will improve the accuracy of clinical diagnosis to a certain extent. After introducing the widely used medical image enhancement methods, including traditional image enhancement methods, improved image enhancement methods, combined image enhancement methods and deep learning methods, their principle, advantages and disadvantages are analyzed and summarized. Finally, it is pointed out that image enhancement methods should be combined while retaining their advantages and emphasizing simplification and efficiency to effectively improve the image quality and enhance the applicability.
Last Update: 2023-04-25