Lettuce Images Features Extraction and Intelligent Classification of Growth Period

被引：0
|
作者：
Wang Yan [1 ]
Sun Jun [1 ]
Wang Hongli [1 ]
Dai Zegao [2 ]
Lv Wenxia [1 ]
机构：
[1] Jiangsu Univ, Sch Elect & Informat Engn, Zhenjiang 212013, Peoples R China
[2] Jiangsu Coll Jiangus Univ, Zhenjiang 212013, Jiangsu, Peoples R China
来源：
2012 7TH INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING (SOSE) | 2012年
关键词：
lettuce image; BP network; feature extraction;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Classification of lettuce growth peroid is the premise of records of lettuce growth information. In this study, lettuce images in every growth period are collected. And visible images are preprocessed to extract features to establish initial feature library of lettuce images. Through R cluster analysis on many features, good image eigenvector are obtained. Classification of the lettuce samples are obtained by modeling and analysis of the neural networks. The experimental classification results compared with practical classification results, the recognition accuracy is up to 88.4% ..
引用
收藏
页码：274 / 276
页数：3
相关论文
共 50 条
  • [1] Lettuce Images Features Extraction and Intelligent Classification of Growth Period
    Wang Yan
    Sun Jun
    Wang Hongli
    Dai Zegao
    Iv Wenxia
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 1351 - +
  • [2] Features Extraction and Classification of Cartridge Images for Ballistics Identification
    Leng, Jinsong
    Huang, Zhihu
    Li, Dongguang
    TRENDS IN APPLIED INTELLIGENT SYSTEMS, PT III, PROCEEDINGS, 2010, 6098 : 331 - 340
  • [3] A Novel Segmentation and Features Extraction with Features Selection Methods for Classification of Medical Images
    Suhashini, M.
    Veeramuthu, A.
    RESEARCH JOURNAL OF PHARMACEUTICAL BIOLOGICAL AND CHEMICAL SCIENCES, 2016, 7 (02): : 1471 - 1479
  • [4] Multiple Spatial Features Extraction and Fusion for Hyperspectral Images Classification
    Liao, Jianshang
    Wang, Liguo
    CANADIAN JOURNAL OF REMOTE SENSING, 2020, 46 (02) : 193 - 213
  • [5] MULTIPLE FEATURES EXTRACTION AND FUSION FOR ULTRASOUND DYNAMIC IMAGES CLASSIFICATION
    Chen, Xiaojun
    Ke, Jia
    Zhang, Yaning
    Liu, Lu
    Lu, Wenjing
    Jing, Shenqi
    Zhang, Xiaoliang
    Guo, Xinxin
    Shen, Anna
    COMPUTING AND INFORMATICS, 2024, 43 (06) : 1455 - 1482
  • [6] Features extraction and classification of rice paper images based on wavelet transform
    Xie, Weixin
    Huang, Hongbin
    Zhai, Haotian
    Liu, Weiping
    Journal of Information and Computational Science, 2015, 12 (06): : 2073 - 2079
  • [7] Extraction of shift invariant wavelet features for classification of images with different sizes
    Pun, CM
    Lee, MC
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2004, 26 (09) : 1228 - 1233
  • [8] Intelligent Classification of Sonar Images
    Sekeroglu, Boran
    ADVANCES IN MANUFACTURING ENGINEERING, QUALITY AND PRODUCTION SYSTEMS, VOL I, 2009, : 141 - +
  • [9] Features extraction on complex images
    Bourgeat, P
    Meriadeau, F
    Gorria, P
    Tobin, KW
    Truchetet, F
    ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 219 - 222
  • [10] An Intelligent Approach for Galaxies Images Classification
    Abd Elfattah, Mohamed
    EI-Bendary, Nashwa
    Abu Elsoud, Mohamed A.
    Hassanien, Aboul Ella
    Tolba, M. F.
    2013 13TH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS (HIS), 2013, : 167 - 172
12345