Facial Expression Classification Based on Ensemble Convolutional Neural Network

Tao Zhou; Xiaoqi Lü; Guoyin Ren; Yu Gu; Ming Zhang; Jing Li

doi:10.3788/LOP57.141501

Laser & Optoelectronics Progress, Volume. 57, Issue 14, 141501(2020)

Facial Expression Classification Based on Ensemble Convolutional Neural Network

Tao Zhou¹, Xiaoqi Lü^1,2,3、*, Guoyin Ren¹, Yu Gu^1,3, Ming Zhang^1,4, and Jing Li¹

¹Inner Mongolia Key Laboratory of Pattern Recognition and Intelligent Image Progressing, School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia 0 14010, China

²School of Information Engineering, Inner Mongolia University of Technology, Hohhot, Inner Mongolia 0 10051, China

³School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China

⁴Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning 116026, China

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Tao Zhou, Xiaoqi Lü, Guoyin Ren, Yu Gu, Ming Zhang, Jing Li. Facial Expression Classification Based on Ensemble Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2020, 57(14): 141501

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Paper Information

Category: Machine Vision

Received: Oct. 8, 2019

Accepted: Nov. 26, 2019

Published Online: Jul. 28, 2020

The Author Email: Xiaoqi Lü (lxiaoqi@imut.edu.cn)

DOI:10.3788/LOP57.141501

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology