A Comprehensive Survey on Two and Three-Dimensional Fourier Shape Descriptors: Biomedical Applications

被引:7
|
作者
Valizadeh, Gelareh [1 ]
Mofrad, Farshid Babapour [1 ]
机构
[1] Islamic Azad Univ, Dept Med Radiat Engn, Sci & Res Branch, Tehran, Iran
关键词
MULTIPLE-SCLEROSIS LESIONS; HEARTS LEFT-VENTRICLE; SPHERICAL-HARMONICS; FUNCTIONAL-ANALYSIS; AUTOMATED SEGMENTATION; ALZHEIMERS-DISEASE; CLOSED SURFACES; IMAGES; REPRESENTATION; SCHIZOPHRENIA;
D O I
10.1007/s11831-022-09750-7
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Medical image analysis plays an essential role in the diagnosis, management, and treatment of various diseases. Today, due to the capacity for fast and accurate access to high-quality images of the anatomical structures using modern medical imaging scanners, the opportunity to study and assess the shape with a wide range of medical applications is provided. One of the efficient and conscientious representation techniques to model and analyze the shape data is Fourier-based descriptors. Different studies addressed these descriptors with various clinical applications and contributed a lot in this area. This review gives a comprehensive overview of the theories and methodologies of the Fourier descriptors approaches involving 2D contours and 3D surfaces for shape modeling and analysis. This article collected studies that have employed Fourier-based descriptors in different organs with a wide range of clinical applications and placed them in five different groups, including "Segmentation," "Classification," "Modeling," "Shape analysis," and "others" from 1994 to 2021. To clarify several aspects of the research, we have summarized both the opportunities and challenges of the considered studies. In addition, we have introduced three novel subject evaluation metrics to analyze the influence and concentration of the collected studies on these five various topics. These metrics suggest a new insight into different researches usage and impact, which can be extended simply to the other works. This review is recommended for researchers working in various fields of medical image analysis using shapes containing two-dimensional contours and three-dimensional surfaces.
引用
收藏
页码:4643 / 4681
页数:39
相关论文
共 50 条
  • [21] THREE-DIMENSIONAL SHAPE AND EVOLUTION OF TWO ERUPTIVE FILAMENTS
    Li, Ting
    Zhang, Jun
    Zhao, Hui
    Yang, Shuhong
    ASTROPHYSICAL JOURNAL, 2010, 720 (01): : 144 - 149
  • [22] Triclustering Algorithms for Three-Dimensional Data Analysis: A Comprehensive Survey
    Henriques, Rui
    Madeira, Sara C.
    ACM COMPUTING SURVEYS, 2019, 51 (05)
  • [23] Biomedical Applications of Tissue Clearing and Three-Dimensional Imaging in Health and Disease
    Gomez-Gaviro, Maria Victoria
    Sanderson, Daniel
    Ripoll, Jorge
    Desco, Manuel
    ISCIENCE, 2020, 23 (08)
  • [24] THREE-DIMENSIONAL MICRO AND NANOCHIPS FABRICATED BY FEMTOSEDOND LASER FOR BIOMEDICAL APPLICATIONS
    Sugioka, Koji
    Cheng, Ya
    Midorikawa, Katsumi
    PHOTON-BASED NANOSCIENCE AND NANOBIOTECHNOLOGY, 2006, 239 : 307 - 332
  • [25] Recent Trends in Three-Dimensional Bioinks Based on Alginate for Biomedical Applications
    Pahlevanzadeh, Farnoosh
    Mokhtari, Hamidreza
    Bakhsheshi-Rad, Hamid Reza
    Emadi, Rahmatollah
    Kharaziha, Mahshid
    Valiani, Ali
    Poursamar, S. Ali
    Ismail, Ahmad Fauzi
    RamaKrishna, Seeram
    Berto, Filippo
    MATERIALS, 2020, 13 (18)
  • [26] Three-dimensional nanostructured graphene: Synthesis and energy, environmental and biomedical applications
    Olszowska, Karolina
    Pang, Jinbo
    Wrobel, Pawel S.
    Zhao, Liang
    Ta, Huy Q.
    Liu, Zhongfan
    Trzebicka, Barbara
    Bachmatiuk, Alicja
    Rummeli, Mark H.
    SYNTHETIC METALS, 2017, 234 : 53 - 85
  • [27] The construction of three-dimensional composite fibrous macrostructures with nanotextures for biomedical applications
    Song, Juqing
    Gao, Huichang
    Zhu, Guanglin
    Cao, Xiaodong
    Shi, Xuetao
    Wang, Yingjun
    BIOFABRICATION, 2016, 8 (03)
  • [28] Graph theoretical descriptors of two-dimensional chirality with possible extension to three-dimensional chirality
    Randic, M
    JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 2001, 41 (03): : 639 - 649
  • [29] Three-dimensional shape and two-dimensional surface reflectance contributions to face recognition: an application of three-dimensional morphing
    O'Toole, AJ
    Vetter, T
    Blanz, V
    VISION RESEARCH, 1999, 39 (18) : 3145 - 3155
  • [30] Three-Dimensional Shape Recognition and Classification Using Local Features of Modal views and Sparse Representation of Shape Descriptors
    Kanaan, Hussein
    Behrad, Alireza
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2020, 16 (02): : 343 - 359