Computer Engineering & Science
Previous Articles Next Articles
LI Xiao-lin1,2,3,NIU Hai-tao1,2
Received:
2019-07-18
Revised:
2019-10-15
Online:
2020-03-25
Published:
2020-03-25
LI Xiao-lin1,2,3,NIU Hai-tao1,2.
[1] | Corneanu C A,Simón M O,Cohn J F,et al.Survey on RGB,3D,thermal,and multimodal approaches for facial expression recognition:History,trends,and affect-related applications[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2016,38(8):1548-1568. |
[2] | Fasel B, Luettin J.Automatic facial expression analysis:A survey[J].Pattern Recognition,2003,36(1):259-275. |
[3] | Biswas S,Sil J,Maity S P.PCA based face recognition on curvelet compressive measurements[C]∥Proc of International Conference on Computational Intelligence,Communications,and Business Analytics,2017:217-229. |
[4] | Shah J H,Sharif M,Yasmin M,et al.Facial expressions classification and false label reduction using LDA and threefold SVM[J].Pattern Recognition Letters,2017: |
S016786551- 7302271. | |
[5] | Luo T,Hou C,Nie F,et al.Dimension reduction for non-Gaussian data by adaptive discriminative analysis[J].IEEE Transactions on Cybernetics,2018,49(3):933-946. |
[6] | Cui Peng, Wang Yue. A face recognition algorithm based on Fourier transform[J].Journal of Optoelectronics·Laser,2017,28(10):1146-1155.(in Chinese) |
[7] | Ojala T, Pietikinen M,Menp T.Multiresolution gray-scale and rotation invariant texture classification with local binary patterns[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2002,24(7):971-987. |
[8] | Munir A,Hussain A, Khan S A, et al.Illumination invariant facial expression recognition using selected merged binary patterns for real world images[J].Optik-International Journal for Light and Electron Optics,2018,158:1016-1025. |
[9] | Yang J,Meng L,Zhang L,et al.Face expression recognition using Gabor features and a novel weber local descriptor[C]∥Proc of Chinese Conference on Biometric Recognition,2018:265-274. |
[10] | Li Yong, Lin Xiao-zhu, Jiang Meng-ying. Facial expression recognition with cross-connect LeNet-5 network[J]. |
Acta Automatica Sinica, 2018,44(1):176-182.(in Chinese) | |
[11] | Chang T,Wen G,Hu Y,et al.Facial expression recognition based on complexity perception classification algorithm[J].arXiv:1803.00185,2018. |
[12] | Georgescu M I, Ionescu R T,Popescu M.Local learning with deep and handcrafted features for facial expression recognition[J].IEEE Access,2019,7:64827-64836. |
[13] | Chen J,Xu R,Liu L.Deep peak-neutral difference feature for facial expression recognition[J].Multimedia Tools and Applications,2018,77(22):29871-29887. |
[14] | Simonyan K, Zisserman A.Very deep convolutional networks for large-scale image recognition[J].arXiv:1409.1556,2014. |
[15] | Zhang K,Zhang Z,Li Z,et al.Joint face detection and alignment using multitask cascaded convolutional networks[J].IEEE Signal Processing Letters,2016,23(10):1499-1503. |
[16] | Szegedy C, Ioffe S,Vanhoucke V.Inception-v4,inception-ResNet and the impact of residual connections on learning[C]∥ |
Proc of the 31st AAAI Conference on Artificial Intelligence,2016:1. | |
[17] | Krizhevsky A,Sutskever I,Hinton G E.ImageNet classification with deep convolutional neural networks[C]∥Proc of Advances in Neural Information Processing Systems,2012:1097-1105. |
[18] | Cheng F,Yu J,Xiong H.Facial expression recognition in JAFFE dataset based on Gaussian process classification[J].IEEE Transactions on Neural Networks,2010,21(10):1685-1690. |
[19] | KanadeT,Tian Y,Cohn J F.Comprehensive database for facial expression analysis[C]∥Proc of IEEE International Conference on Automatic Face & Gesture Recognition,2000:46-53. |
[20] | Mollahosseini A,Chan D,Mahoor M H.Going deeper in facial expression recognition using deep neural networks[C]∥Proc of 2016 IEEE Winter Conference on Applications of Computer Vision (WACV),2016:1-10. |
[21] | Kim J H,Kim B G,Roy P P,et al.Efficient facial expression recognition algorithm based on hierarchical deep neural network structure[J].IEEE Access,2019,7:41273-41285. |
[22] | Uar A,Demir Y,Güzelis C.A new facial expression recognition based on curvelet transform and online sequential extreme |
learning machine initialized with spherical clustering[J].Neural Computing and Applications,2016,27(1):131-142. | |
[23] | Yao Li-sha, Xu Guo-ming, Zhao Feng. Facial expression recognition based on CNN local feature fusion |
[EB/OL].[2019-05-08].http://kns.cnki.net/kcms/detail/31.1690.TN.20190508.1150.016.html.(in Chinese) | |
[24] | Elaiwat S, Bennamoun M,Boussaid F.A spatio-temporal RBM-based model for facial expression recognition[J].Pattern Recognition,2016,49(1):152-161. |
[25] | He Zhi-chao, Zhao Long-zhang, Chen Chuang. Convolution neural network with multi-resolution feature fusion for facial expression recognition[J]. |
Laser & Optoelectronics Progress,2018,55(7):364-369.(in Chinese) | |
[26] | Li S,Deng W.Deep facial expression recognition:A survey[J].arXiv:180408348, 2018. |
附中文参考文献: | |
[6] | 崔鹏,王越.一种基于Fourier变换的人脸识别算法[J]. 光电子·激光,2017,28(10):1146-1155. |
[10] | 李勇,林小竹,蒋梦莹.基于跨连接LeNet-5网络的面部表情识别[J].自动化学报,2018,44(1):176-182. |
[23] | 姚丽莎,徐国明,赵凤.基于CNN局部特征融合的人脸表情识别 |
[EB/OL].[2019-05-08].http://kns.cnki.net/kcms/detail/31.1690.TN.20190508.1150.016.html. | |
[25] | 何志超,赵龙章,陈闯.用于人脸表情识别的多分辨率特征融合卷积神经网络[J].激光与光电子学进展,2018,55(7):364-369. |
[1] | CUI Ke-bin, CUI Ye-wei. A circuit breaker moving contact tracking methods based on convolution and Transformer [J]. Computer Engineering & Science, 2023, 45(07): 1236-1244. |
[2] | YAN Chun-man, ZHANG Xiang, WANG Qing-peng. Facial expression recognition based on improved MobileNetV2 [J]. Computer Engineering & Science, 2023, 45(06): 1071-1078. |
[3] | PU Zi-jun, ZHANG Shou-ming. A sound event localization and detection algorithm based on feature fusion and Transformer model [J]. Computer Engineering & Science, 2023, 45(06): 1097-1105. |
[4] | DENG Shan-shan, HUANG Hui, MA Yan. A small object detection algorithm based on improved Faster R-CNN [J]. Computer Engineering & Science, 2023, 45(05): 869-877. |
[5] | ZHANG Hai-yan, FU Ying-na, DING Gui-jiang, MENG Qing-yan. Towards Anchor-free object detection with diverse receptive fields attention feature refinement network [J]. Computer Engineering & Science, 2022, 44(11): 1995-2002. |
[6] | WU Cong-zhong, DONG Hao, FANG Jing. An adaptive filtering remote sensing image segmentation network based on attention mechanism [J]. Computer Engineering & Science, 2022, 44(11): 2010-2018. |
[7] | CHEN Qing-jiang, LI Jin-yang, QU Mei, HU Qian-nan. A low-light image enhancement method based on an end-to-end dual network [J]. Computer Engineering & Science, 2022, 44(11): 2019-2026. |
[8] | WANG Wei-zhe, GUO Wei-tong, YANG Hong-wu, . Converting sign language to emotional speech [J]. Computer Engineering & Science, 2022, 44(10): 1869-1876. |
[9] | YU Su-xin, HE Jun-ji. Facial expression recognition of different age groups based on face sub-region weighting [J]. Computer Engineering & Science, 2022, 44(08): 1426-1432. |
[10] | LI Lan, LIU Jie, ZHANG Jie. A complex pedestrian detection model based on improved YOLOv4 algorithm [J]. Computer Engineering & Science, 2022, 44(08): 1449-1456. |
[11] | LIU Li-man, TAN Long-yu, PENG Yuan, LIU Jia. Semantic segmentation of 3D point cloud based on all fusion network [J]. Computer Engineering & Science, 2022, 44(05): 862-869. |
[12] | LI Li-rong, WANG Zi-yan, ZHANG Kai, YANG Di-chun, XIONG Wei, GONG Peng-cheng, . A train bottom parts detection algorithm based on OSE-dResnet neural networks [J]. Computer Engineering & Science, 2022, 44(04): 692-698. |
[13] | . A plant leaf classification method based on multi feature fusion and extreme learning machine [J]. Computer Engineering & Science, 2021, 43(03): 486-493. |
[14] | XIONG Wei, YANG Di-chun, AI Mei-hui, LI Min, LI Li-rong. Person re-identification based on multi-branch feature fusion [J]. Computer Engineering & Science, 2021, 43(02): 329-339. |
[15] | LI Ben-gao, WU Cong-zhong, XU Liang-feng, ZHAN Shu. Object detection based on multi-scale feature fusion and residual attention mechanism [J]. Computer Engineering & Science, 2021, 43(02): 347-353. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
湘公网安备 43010502000083号
湘ICP备10006030号
Copyright © Computer Engineering & Science, All Rights Reserved.
Address:109 Deya Rd,Changsha,hunan(410073) Tel: 0731-87002567 Email: jsjgcykx@vip.163.com
Powered by Beijing Magtech Co., Ltd.