Firmness Detection for Apples Based on Hyperspectral Imaging Technology Combined with Stack Autoencoder-Extreme Learning Machine Method

Libo Rao; Tao Pang; Ranshi Ji; Xiaoyan Chen; Jie Zhang

doi:10.3788/LOP56.113001

Laser & Optoelectronics Progress, Volume. 56, Issue 11, 113001(2019)

Firmness Detection for Apples Based on Hyperspectral Imaging Technology Combined with Stack Autoencoder-Extreme Learning Machine Method

Libo Rao¹, Tao Pang¹, Ranshi Ji¹, Xiaoyan Chen^2,3、*, and Jie Zhang²

Author Affiliations

¹ College of Mechanical and Electrical Engineering, Sichuan Agricultural University, Yaan, Sichuan 625014, China

² College of Information Engineering, Sichuan Agricultural University, Yaan, Sichuan 625014, China

³ Sichuan Provincial Key Laboratory of Agricultural Information Engineering, Sichuan Agricultural University, Yaan, Sichuan 625014, China

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Libo Rao, Tao Pang, Ranshi Ji, Xiaoyan Chen, Jie Zhang. Firmness Detection for Apples Based on Hyperspectral Imaging Technology Combined with Stack Autoencoder-Extreme Learning Machine Method[J]. Laser & Optoelectronics Progress, 2019, 56(11): 113001

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Paper Information

Category: Spectroscopy

Received: Dec. 17, 2018

Accepted: Jan. 2, 2019

Published Online: Jun. 13, 2019

The Author Email: Chen Xiaoyan (xycheng123@hotmail.com)

DOI:10.3788/LOP56.113001

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology