Discriminating varieties of waxberry using near infrared spectra

Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves

Volumn 25, Issue 3, 2006, Pages

  He, Yong ^a   Li, Xiao Li ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Artificial neural network; Clustering; Near infrared spectra; Principal component analysis; Waxberry

Indexed keywords

COMPONENTS; FRUITS; LEARNING ALGORITHMS; NEURAL NETWORKS; NONDESTRUCTIVE EXAMINATION; PATTERN RECOGNITION;

ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION NEURAL NETWORK (BPNN); CLUSTERING; NEAR INFRARED SPECTRA; NONDESTRUCTIVE METHOD; PRINCIPAL COMPONENT ANALYSIS (PCA); WAXBERRY;

INFRARED SPECTROSCOPY;

EID: 33748682190     PISSN: 10019014     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. Esteban-Diez I, Gonzalez-Saiz J M, Pizarro C. An evaluation of orthogonal signal correction methods for the characterisation of arabica and robusta coffee varieties by NIRS[J]. Analytica. Chimica. Acta, 2004, 514(1): 57-67.
2. Haluk Utku. Application of the feature selection method to discriminate digitized wheat varieties[J]. Journal of Food Engineering, 1999, 46(3): 211-216.
3. HE Yong, LI Xiao-Li, SHAO Yong-Ni. Quantitative analysis of the varieties of apple using near infrared spectroscopy by principal component analysis and BP model[J]. Lecture Notes in Artificial Intelligence, 2005, 3809: 1053-1056.
4. SUN Su-Qin, TANG Jun-Ming, YUAN Zi-Min, et al. Discrimination of trueborn tuber dioscoreae by fingerprint infrared spectra and principle component analysis[J]. Spectroscopy and Spectral Analysis, 2003, 23(2): 258-260.
5. YIN Qiu, SHU Xiao-Zhou, XU Zhao-An, et al. Analysis on the ultra-spectral characteristics of water environmental parameters about lake[J]. J. Infrared Millim. Waves, 2004, 23(6): 427-435.
6. HE Yong, ZHANG Yun, XIANG Li-Guo. Study of application model on BP neural network optimized by fuzzy clustering[J]. Lecture Notes in Artificial Intelligence, 2005, 3789: 712-720.
7. Lin Sao-Hu, Zhu Hong, Zhao Yi-Gong. Model for sea clutter based on neural network[J]. J. Infrared Millim. Waves, 2004, 23(1): 55-58.