Journal of Tea Science ›› 2019, Vol. 39 ›› Issue (6): 715-722.doi: 10.13305/j.cnki.jts.2019.06.010
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LIU Peng1, AI Shirong3, YANG Puxiang2, LI Wenjin2, XIONG Aihua1, TONG Yang3, HU Xiao3, WU Ruimei1,*
Received:
2018-10-19
Revised:
2019-06-12
Online:
2019-12-15
Published:
2019-12-24
CLC Number:
LIU Peng, AI Shirong, YANG Puxiang, LI Wenjin, XIONG Aihua, TONG Yang, HU Xiao, WU Ruimei. Nonlinear Manifold Dimensionality Reduction Methods for Quick Discrimination of Tea at Different Altitude by Near Infrared Spectroscopy[J]. Journal of Tea Science, 2019, 39(6): 715-722.
[1] | Han W, Huang J G, Li X, et al.Altitudinal effects on the quality of green tea in east China: a climate change perspective[J]. European Food Research and Technology, 2017, 243(2): 323-330. |
[2] | Zhuang X G, Wang L L, Chen Q, et al.Identification of green tea origins by near-infrared (NIR) spectroscopy and different regression tools[J]. Science China Technological Sciences, 2017, 60(1): 84-90. |
[3] | 陈美丽, 张俊, 龚淑英, 等. 茉莉花茶主要品质成分定量近红外光谱分析模型的建立[J]. 茶叶科学, 2013, 33(1): 21-26. |
[4] | 刘洋, 余天星, 李明玺, 等. 基于近红外光谱技术的信阳毛尖品质判别研究[J]. 现代食品科技, 2018, 34(8): 1-7. |
[5] | Ouyang Q, Liu Y, Chen Q S, et al.Intelligent evaluation of color sensory quality of black tea by visible-near infrared spectroscopy technology: A comparison of spectra and color data information[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2017, 180: 91-96. DOI: 10.1016/j.saa.2017.03.009. |
[6] | Jiang H, Chen Q S.Chemometric models for the quantitative descriptive sensory properties of green tea (Camellia sinensis L.) using fourier transform near infrared (FT-NIR) spectroscopy[J]. Food Analytical Methods, 2015, 8(4): 954-962. |
[7] | 王胜鹏, 龚自明, 高士伟, 等. 基于近红外光谱技术的恩施玉露茶保存年份的快速无损鉴别[J]. 华中农业大学学报, 2015, 34(5): 111-114. |
[8] | Shan R F, Cai W S, Shao X G.Variable selection based on locally linear embedding mapping for near-infrared spectral analysis[J]. Chemometrics and Intelligent Laboratory Systems, 2014, 131: 31-36. DOI: 10.1016/j.chemolab.2013.12.002. |
[9] | 林萍, 陈永明, 邹志勇. 非线性流形降维与近红外光谱分析技术的大米贮藏期快速判别[J]. 光谱学与光谱分析, 2016, 36(10): 3169-3173. |
[10] | 李庆波, 贾召会. 一种光谱分析中的降维方法[J]. 光谱学与光谱分析, 2013, 33(3): 780-784. |
[11] | 黄宏臣, 张倩倩, 韩振南, 等. 拉普拉斯特征映射算法在滚动轴承故障识别中的应用[J]. 中国测试, 2015, 41(5): 94-98. |
[12] | Zhang Y, Ye D, Liu Y.Robust locally linear embedding algorithm for machinery fault diagnosis[J]. Neurocomputing, 2018, 273: 323-332. |
[13] | 金瑞, 李小昱, 颜伊芸, 等. 基于高光谱图像和光谱信息融合的马铃薯多指标检测方法[J]. 农业工程学报, 2015, 31(16): 258-263. |
[14] | 孙伟伟, 刘春, 李巍岳. 联合改进拉普拉斯特征映射和k-近邻分类器的高光谱影像分类[J]. 武汉大学学报(信息科学版), 2015, 40(9): 1151-1156. |
[15] | 张赟, 杨栋, 斯彦刚, 等. 基于监督流形学习的航空发动机振动故障诊断方法[J]. 推进技术, 2017, 38(5): 1147-1154. |
[16] | 钱进, 邓喀中, 范洪冬. 基于拉普拉斯特征映射高光谱遥感影像降维及其分类[J]. 遥感信息, 2012, 27(5): 3-7. |
[17] | Mantziou E, Papadopoulos S, Kompatsiaris Y.Learning to detect concepts with approximate laplacian eigenmaps in large-scale and online settings[J]. International Journal of Multimedia Information Retrieval, 2015, 4(2): 95-111. |
[18] | Singer A, Wu H.Spectral convergence of the connection Laplacian from random samples[J]. Information and Inference: A Journal of the IMA, 2016, 6(1): 58-123. |
[19] | 吴尚蓉, 陈仲新, 任建强, 等. 定位尺度和像元空间关系对GF-1亚像元定位精度影响分析[J]. 农业工程学报, 2016, 32(5): 163-171. |
[20] | 王冰玉, 孙威江, 黄艳, 等. 基于遗传算法的安溪铁观音品质快速评价研究[J]. 光谱学与光谱分析, 2017, 37(4): 1100-1104. |
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