Acta Photonica Sinica, Volume. 41, Issue 7, 868(2012)

Morphological Characteristics of Maize Seed Extraction and Identification Based on the Hyperspectral Image

HUANG Min*, ZHU Xiao, ZHU Qibing, and FENG Zhaoli
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    References(14)

    [1] [1] SU Qian, WU Wenjin, WANG Hongwu, et al. Fast discrimination of varieties of corn based on near infrared spectra and biomimetic pattern recognition[J]. Spectroscopy and Spectral Analysis, 2009, 29(9): 24132416.

    [2] [2] ZHANG Yuan, ZHANG Luda, BAI Qilin, et al. Nondestructive identification of different oil content maize kernels by nearinfrared spectra[J]. Spectroscopy and Spectral Analysis, 2009, 29(3): 686689.

    [3] [3] QUAN Longzhe, ZHU Rongxin, LEI Pu, et al. Recognition method of Maize cultivars based on KL transform and LSSVM[J]. Transactions of the Chinese Society for Agricultural Machinery, 2010, 41(4): 168172.

    [4] [4] CHENG Hong, SHI Zhixing, YAO Wei, et al. Corn breed recognition based on support vector machine[J]. Transactions of the Chinese Society for Agricultural Machinery, 2009, 40(3): 180183.

    [5] [5] WANG Yuliang, LIU Xianxi, SU Qingtang, et al. Maize seeds varieties identification based on multiobject feature extraction and optimized neural network[J]. Transactions of the Chinese Society for Agricultural Engineering, 2010, 26(6): 199204.

    [6] [6] YAN Xiaomei, LIU Shuangxi, ZHANG Chunqing, et al. Purity identification of maize seed based on color characteristics[J]. Transactions of the Chinese Society for Agricultural Engineering, 2010, 26(Supp.1): 4650.

    [7] [7] YANG Jinzhong, HAO Jianping, DU Tianqing, et al. Discrimination of numerous maize cultivars based on seed image process[J]. Acta Agronomica Sinica, 2008, 34(6): 10691073.

    [8] [8] LU R. Nondestructive measurement of firmness and soluble solids content for apple fruit using hyperspectral scattering images[J]. Sensing and Instrumentation for Food Quality and Safety, 2007, 1(1): 1927.

    [9] [9] HUANG Min, ZHU Qibing. Feature extraction of hyperspectral scattering image for apple mealiness based on singular value decomposition[J]. Spectroscopy and Spectral Analysis, 2011, 31(3): 767770.

    [10] [10] HONG Tiansheng, QIAO Jun, NING Wang, et al. Nondestructive inspection of chinese pear quality based on hyperspectral imaging technique[J]. Transactions of the Chinese Society for Agricultural Engineering, 2007, 23(2): 151155.

    [11] [11] LU R, PENG Y. Hyperspectral scattering for assessing peach fruit firmness[J]. Biosystems Engineering, 2006, 93(2): 161171.

    [12] [12] GONZALEZ R C, WOODS R E, EDDINS S L. Digital image processing using matlab[M]. RUAN Qiuqi, transl. Beijing: Publishing House of Electronics Industry, 2005: 252320.

    [13] [13] WANG Yuliang. Maize seed identification and detection based on the machine vision[D]. Tai′an: Shandong Agriculture University, 2008.

    [14] [14] JIN Feijian. Feature of weeds extraction and identification based on the machine vision[D]. Zhenjiang: Jiangsu University, 2007.

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    HUANG Min, ZHU Xiao, ZHU Qibing, FENG Zhaoli. Morphological Characteristics of Maize Seed Extraction and Identification Based on the Hyperspectral Image[J]. Acta Photonica Sinica, 2012, 41(7): 868

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    Paper Information

    Received: Dec. 31, 2011

    Accepted: --

    Published Online: Aug. 31, 2012

    The Author Email: Min HUANG (huangmzqb@163.com)

    DOI:10.3788/gzxb20124107.0868

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