Application of Improved Faster RCNN Model for Foreign Fiber Identification in Cotton

Yuhong Du; Chaoqun Dong; Di Zhao; Weijia Ren; Wenchao Cai

doi:10.3788/LOP57.121007

Laser & Optoelectronics Progress, Volume. 57, Issue 12, 121007(2020)

Application of Improved Faster RCNN Model for Foreign Fiber Identification in Cotton

Yuhong Du^1,2、*, Chaoqun Dong^1,2, Di Zhao^1,2, Weijia Ren^1,2, and Wenchao Cai³

Author Affiliations

¹College of Mechanical Engineering, Tianjin Polytechnic University, Tianjin 300387, China

²Tianjin Key Laboratory of Advanced Mechatronics Equipment Technology, Tianjin 300387, China

³Beijing Daheng Image Vision Co., Ltd., Beijing 100085, China

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Yuhong Du, Chaoqun Dong, Di Zhao, Weijia Ren, Wenchao Cai. Application of Improved Faster RCNN Model for Foreign Fiber Identification in Cotton[J]. Laser & Optoelectronics Progress, 2020, 57(12): 121007

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Paper Information

Category: Image Processing

Received: Sep. 23, 2019

Accepted: Oct. 30, 2019

Published Online: Jun. 3, 2020

The Author Email: Yuhong Du (DYH202@163.com)

DOI:10.3788/LOP57.121007

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology