Optical Technique, Volume. 46, Issue 6, 712(2020)
A facial expression recognition method based on dual-stream convolutional neural network
[3] [3] Tzimiropoulos G, Maja P. Fast algorithms for fitting active appearance models to unconstrained images[J]. International Journal of Computer Vision,2017,122(1):17—33.
[5] [5] Narendra Kohli, Mayur Rahul, Rashi Agarwal. Facial expression recognition using moments invariants and modified hidden markov model[J]. International Journal of Applied Engineering Research,2018,13(8 Pt.4):6081—6088.
[7] [7] Uddin M Z, Khaksar W, Torresen J. Facial expression recognition using salient features and convolutional neural network[J]. IEEE Access,2017,5(1):26146—26161.
[8] [8] S Xie, H Hu. Facial expression recognition using hierarchical features with deep comprehensive multipatches aggregation convolutional neural networks[J]. IEEE Trans. Multimedia,2019,21(1):211—220.
[12] [12] Chen J K, Chi Z R, Fu H. A new framework with multiple tasks for detecting and locating pain events in video[J]. Computer Vision and Image Understanding:CVIU,2017,155:113—123.
[13] [13] Ruturaj G Gavaskar, Kunal N Chaudhury. Fast adaptive bilateral filtering[J]. IEEE Transactions on Image Processing,2019,28(2):779—790.
[17] [17] Zhao J F, Mao X, Zhang J. Learning deep facial expression features from image and optical flow sequences using 3D CNN[J]. Visual Computer,2018,34(1):1461—1475.
[18] [18] Liu Y, Li Y, Ma X, et al. Facial expression recognition with fusion features extracted from salient facial areas[J]. Sensors,2017,17(4):712.
[20] [20] Shi S, Liu J M, Si H Q, et al. Facial expression recognition based on Gabor features of salient patches and ACI-LBP[J]. Journal of intelligent & fuzzy systems: Applications in Engineering and Technology,2018,34(4):2551—2561.
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ZHAI Haiqing, LIU Dan, LIU Jun. A facial expression recognition method based on dual-stream convolutional neural network[J]. Optical Technique, 2020, 46(6): 712
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Received: Jun. 28, 2020
Accepted: --
Published Online: Apr. 7, 2021
The Author Email: Haiqing ZHAI (zhaihaiqingtwo@163.com)
CSTR:32186.14.