Methods of foreign fiber detecting based on PCA analyzing of infrared spectral images

LiXun Tian; WeiSen Fu; JieYu Liu; HongBo Zhang; Jin Pan; YaPeng Wang; Fei Tong

doi:10.1117/12.2057524

21 February 2014 Methods of foreign fiber detecting based on PCA analyzing of infrared spectral images

LiXun Tian, WeiSen Fu, JieYu Liu, HongBo Zhang, Jin Pan, YaPeng Wang, Fei Tong

Proceedings Volume 9142, Selected Papers from Conferences of the Photoelectronic Technology Committee of the Chinese Society of Astronautics: Optical Imaging, Remote Sensing, and Laser-Matter Interaction 2013; 914213 (2014) https://doi.org/10.1117/12.2057524
Event: Selected Proceedings of the Photoelectronic Technology Committee Conferences held July-December 2013, 2013, SuZhou, China

Abstract

A set of near infrared high resolution spectral imaging system is set up, the infrared absorption properties of raw cotton and colorless foreign are analyzed through the system, and scheme of polypropylene fiber detection based on the near infrared spectral image is proposed; On this basis, reduce dimensions the spectral images through the principal component analysis, further improve the efficiency of colorless foreign detection. The experimental results show that the spectral images after reducing dimensions can be used to detect colorless or light color raw cotton fiber effectively.

Citation Download Citation

LiXun Tian, WeiSen Fu, JieYu Liu, HongBo Zhang, Jin Pan, YaPeng Wang, and Fei Tong "Methods of foreign fiber detecting based on PCA analyzing of infrared spectral images", Proc. SPIE 9142, Selected Papers from Conferences of the Photoelectronic Technology Committee of the Chinese Society of Astronautics: Optical Imaging, Remote Sensing, and Laser-Matter Interaction 2013, 914213 (21 February 2014); https://doi.org/10.1117/12.2057524

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