Multispectral image edge detection via Clifford gradient

被引:0
|
作者
XU Chen2
2Institute of Intelligent Computing Science
机构
关键词
multispectral image; edge detection; Clifford gradient;
D O I
暂无
中图分类号
TP391.41 [];
学科分类号
080203 ;
摘要
The edge detection of a multispectral image with a mass of image information is theoretically expected to give a more accurate edge.Clifford algebra is more suitable for processing multidimensional data and expressing the data association than general algebra.First,the basic properties of Clifford algebra are introduced.Second,the Clifford algebra description of a multispectral image is introduced.Then,a novel multispectral image edge detection algorithm is proposed in terms of the Clifford gradient.In the first two experiments,comparison of the detail achieved by the new algorithm with that from the maximal entropy edge detection algorithm reveals that the edge detection based on Clifford gradient is better at retaining and identifying edge information of the multispectral image than the maximal entropy edge detection algorithm.The experiments using tuberculosis CT image show that the new algorithm has clinical value in reducing risk of misdiagnosis.
引用
收藏
页码:260 / 269
页数:10
相关论文
共 50 条
  • [21] Multiplicative gradient based edge detection method for medical ultrasound image
    Gong, Xiao-Hong
    Zheng, Yin-Fei
    Qin, Jia-Le
    Zhou, Hao
    Zheng, Yin-Fei, 1871, Zhejiang University (48): : 1871 - 1878
  • [22] Color Image Restoration Technique Using Gradient Edge Direction Detection
    Jeon, Gwanggil
    Park, Sang-Jun
    Chehri, Abdellah
    Cho, Junsang
    Jeong, Jechang
    INTELLIGENT INTERACTIVE MULTIMEDIA SYSTEMS AND SERVICES, 2010, 6 : 101 - +
  • [23] Perceptual edge detection via entropy-driven gradient evaluation
    Tseng, Chun-Shun
    Wang, Jung-Hua
    IET COMPUTER VISION, 2016, 10 (02) : 163 - 171
  • [24] The modified gradient edge detection method for the color filter array image of the CMOS image sensor
    Zhang, Yu
    Wang, Guangyi
    Xu, Jiangtao
    Shi, Zaifeng
    Dong, DeXing
    OPTICS AND LASER TECHNOLOGY, 2014, 62 : 73 - 81
  • [25] Edge-aware image smoothing via weighted sparse gradient reconstruction
    Lanling Zeng
    Yucheng Chen
    Yang Yang
    Zhigeng Pan
    Signal, Image and Video Processing, 2023, 17 : 4285 - 4293
  • [26] Edge-aware image smoothing via weighted sparse gradient reconstruction
    Zeng, Lanling
    Chen, Yucheng
    Yang, Yang
    Pan, Zhigeng
    SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (08) : 4285 - 4293
  • [27] Image Interpolation via Gradient Correlation-Based Edge Direction Estimation
    Khan, Sajid
    Lee, Dong-Ho
    Khan, Muhammad Asif
    Siddiqui, Muhammad Faisal
    Zafar, Raja Fawad
    Memon, Kashif Hussain
    Mujtaba, Ghulam
    SCIENTIFIC PROGRAMMING, 2020, 2020
  • [28] Edge detection in multispectral remote sensing images
    Sirin, T
    Saglam, MI
    Erer, I
    Gökmen, M
    Ersoy, O
    RAST 2005: Proceedings of the 2nd International Conference on Recent Advances in Space Technologies, 2005, : 529 - 533
  • [29] Common matrix approach-based multispectral image fusion and its application to edge detection
    Isik, Sahin
    Ozkan, Kemal
    JOURNAL OF APPLIED REMOTE SENSING, 2019, 13 (01)
  • [30] PolSAR Image Edge Detection via Structure Tensor Analysis
    Liu, Xiangrong
    Mao, Wei
    Zhang, Shunsheng
    Wu, Lei
    Wang, Wen-Qin
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 3269 - 3272