WANG Qin~1,WANG Wei-xing~2,ZHANG Shao-hong~3,HONG Tian-sheng~1,YU Xin-hua~4. Research on extracting the fibre cell region in a eucalyptus image based on fuzzy C-means clustering[J]. Journal of South China Agricultural University, 2005, 26(3): 122-124. DOI: 10.7671/j.issn.1001-411X.2005.03.035
    Citation: WANG Qin~1,WANG Wei-xing~2,ZHANG Shao-hong~3,HONG Tian-sheng~1,YU Xin-hua~4. Research on extracting the fibre cell region in a eucalyptus image based on fuzzy C-means clustering[J]. Journal of South China Agricultural University, 2005, 26(3): 122-124. DOI: 10.7671/j.issn.1001-411X.2005.03.035

    Research on extracting the fibre cell region in a eucalyptus image based on fuzzy C-means clustering

    More Information
    • A method of extracting the fibre cell region from a eucalyptus image was introduced. After making the fibre cell slices, the color images were taken with a digital microscope. CIE L~*a~*b~* was utilized to conduct image processing for color images which satisfied extensive color ranging. The a~* and b~* are selected and clustered by fuzzy C-means (FCM). After the clusting center of various color cells was calculated, cells were distinguished from the euclid distance. An adaptive segmentation method using FCM clustering algorithm was employed to take out the fibre cell of eucalyptus.
    • Related Articles

      [1]LUO Runmei, YIN Huili, LIU Weikang, HU Kai, LIAO Fei, LIU Zeqian, CAO Yapeng, LI Qiang, WANG Weixing. Identification of bergamot pests and diseases using YOLOv5-C algorithm[J]. Journal of South China Agricultural University, 2023, 44(1): 151-160. DOI: 10.7671/j.issn.1001-411X.202203012
      [2]LI Yunpeng, SHI Yufeng, WU Binfang, ZHOU Hua, SHI Zhenmiao, LI Songhao, XU Haitao, LAN Yubin, LONG Yongbing. Development and application of vitamin C sensor with synergistic sensitization of gold nanoparticles and multi walled carbon nanotubes[J]. Journal of South China Agricultural University, 2022, 43(5): 115-123. DOI: 10.7671/j.issn.1001-411X.202112005
      [3]HUA Chunjian, ZHANG Airong, JIANG Yi, YU Jianfeng, CHEN Ying. Lawn weed recognition based on improved fuzzy C-means clustering algorithm[J]. Journal of South China Agricultural University, 2022, 43(3): 107-115. DOI: 10.7671/j.issn.1001-411X.202109005
      [4]ZHAO Yaqi, NING Ming’an, ZUO Jinhua, SHI Junyan, SHI Wenlin, HUANG Yumi, WANG Qing, FENG Bihong. Effect of UV-C treatment on chilling injury and flavor quality of Solanum muricatum fruit during storage[J]. Journal of South China Agricultural University, 2021, 42(5): 87-96. DOI: 10.7671/j.issn.1001-411X.202010026
      [5]DENG Ji-zhong, LI Min, YUAN Zhi-bao, WANG Zhang, LI Jiao. Image Segmentation of Wheat Bunt Teliospores Based on K-Means Clustering[J]. Journal of South China Agricultural University, 2012, 33(2): 266-269. DOI: 10.7671/j.issn.1001-411X.2012.02.032
      [6]LIU Mu-huo,LI Qian,WEN Bin. The c Cyclic Graph Whose Largest Eigenvalue of Its Laplacian Matrix Equals Its Order[J]. Journal of South China Agricultural University, 2010, 31(1). DOI: 10.7671/j.issn.1001-411X.2010.01.027
      [7]QIAO Run-xiang,ZHONG Guo-hua,LUO Jian-jun,LIU Cheng-lan,HU Mei-ying. Screening of Carbofuran Degrading Fungi Stain HQ-C-01 and Its Medium Optimization[J]. Journal of South China Agricultural University, 2009, 30(3). DOI: 10.7671/j.issn.1001-411X.2009.03.007
      [8]XU Yong-chun,ZHANG Sen-wen. The Application on Variety Clustering of Genetic-Algorithm-K-Means[J]. Journal of South China Agricultural University, 2009, 30(2). DOI: 10.7671/j.issn.1001-411X.2009.02.025
      [9]TIAN Xing-guo,LI Jia-qi,CHEN Yao-sheng,Gao Ping,MEI Ying-jie,LING Fei,LUO Yong-fa. Cloning and Sequence Analysis of Ubiquitin C-Terminal Hydrolase L1 Gene of Pig[J]. Journal of South China Agricultural University, 2007, 28(1): 100-104. DOI: 10.7671/j.issn.1001-411X.2007.01.024
      [10]Wu Lemin Wen Yanwang. THE APPLICATION OF FUZZY CLUSTER ANALYSIS TO DRYLAND FARMING PARTITION[J]. Journal of South China Agricultural University, 1991, (4): 37-44.

    Catalog

      Article views (1040) PDF downloads (1116) Cited by()

      /

      DownLoad:  Full-Size Img  PowerPoint
      Return
      Return