Previous Articles Next Articles
Received:
2019-02-20
Online:
2019-07-05
Published:
2019-07-08
CLC Number:
CHEN Song, YUAN Xun-ming. A Survey of Dynamic Human Facial Expression Synthesis 〖JZ〗Approaches Driven by Model Features[J]. Computer and Modernization, doi: 10.3969/j.issn.1006-2475.2019.07.009.
Add to citation manager EndNote|Ris|BibTeX
URL: http://www.c-a-m.org.cn/EN/10.3969/j.issn.1006-2475.2019.07.009
[1] PARKE F I, WATERS K. Computer Facial Animation[M]. A K Peters Ltd., Wellesley, Massachusetts, 1996. [2] ZHANG Q S, LIU Z C, GUO B N, et al. Geometry-driven photorealistic facial expression synthesis[J]. IEEE Transactions on Visualization and Computer Graphics, 2006,12(1):48-60. [3] LIU Z C, SHAN Y, ZHANG Z Y. Expressive expression mapping with ratio images[C]// Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques. 2001:271-276. [4] TIAN L H, XIAO S J. Facial feature exaggeration according to social psychology of face perception[J]. Computer Graphics Forum, 2016,35(7):391-399. [5] YANG F, WANG J, SHECHTMAN E, et al. Expression flow for 3D-aware face component transfer[J]. ACM Transactions on Graphics, 2011,30(4): Article No. 60, DOI: 10.1145/2010324.1964955. [6] DEBEVEC P, HAWKINS T, TCHOU C, et al. Acquiring the reflectance field of a human face[C]// Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques. 2000:145-156. [7] MARSCHNER S R, GUENTER B K, RAGHUPATHY S. Modeling and rendering for realistic facial animation[C]// Proceedings of the 2000 Eurographics Workshop on Rendering Techniques. 2000:231-242. [8] RIKLIN-RAVIV T, SHASHUA A. The quotient image: Class based recognition and synthesis under varying illumination conditions[C]// Proceedings of the 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1999,2:566-571. [9] JOSHI P, TIEN W C, DESBRUN M, et al. Learning controls for blend shape based realistic facial animation[C]// Proceedings of the 2003 ACM SIGGRAPH/Eurographics Symposium on Computer Animation. 2003:187-192. [10]AGARWALA A, DONTCHEVA M, AGRAWALA M, et al. Interactive digital photomontage[J]. ACM Transactions on Graphics, 2004,23(3):294-302. [11]HUANG D, DE LA TORRE F. Bilinear kernel reduced rank regression for facial expression synthesis[C]// Proceedings of the 11th European Conference on Computer Vision: Part II. 2010:364-377. [12]COOTES T F, TAYLOR C J, COOPER D H, et al. Active shape models: Their training and application[J]. Computer Vision and Image Understanding, 1995,61(1):38-59. [13]COOTES T F, TAYLOR C J. Statistical Models of Appearance for Computer Vision[Z]. Manchester, United Kingdom: Manchester University, 2004. [14]BITOUK D, KUMAR N, DHILLON S, et al. Face swapping: Automatically replacing faces in photographs[J]. ACM Transactions on Graphics, 2008,27(3): Article No. 39, DOI: 10.1145/1399504.1360638. [15]FAIGIN G. The Artist’s Complete Guide to Facial Expression[M]. Watson-Guptill Publications Inc., 1990. [16]李佳,宋永红,张元林,等. 基于小波和高通滤波的人脸表情细节合成[C]// 2017中国自动化大会(CAC2017)暨国际智能制造创新大会(CIMIC2017)论文集. 2017. [17]OLSZEWSKI K, LIM J J, SAITO S, et al. High-fidelity facial and speech animation for VR HMDs[J]. ACM Transactions on Graphics, 2016,35(6):589-599. [18]SAITO S, LI T Y, LI H. Real-time facial segmentation and performance capture from RGB input[C]// Proceedings of the 2016 European Conference on Computer Vision. 2016:244-261. [19]GOODFELLOW I J, POUGET-ABADIE J, MIRZA M, et al. Generative adversarial nets[C]// Proceedings of the 27th International Conference on Neural Information Processing Systems. 2014,2:2672-2680. [20]CHOI Y, CHOI M, KIM M, et al. StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation[J/OL]. (2017-11-24)[2019-01-15]. https://arxiv.org/pdf/1711.09020v1.pdf. [21]XIAO T H, HONG J P, MA J W. ELEGANT: Exchanging latent encodings with GAN for transferring multiple face attributes[C]// Proceedings of the 2018 European Conference on Computer Vision. 2018:172-187. [22]HE Z L, ZUO W M, KAN M N, et al. AttGAN: Facial Attribute Editing by Only Changing What You Want[J/OL]. (2017-12-06)[2019-01-15]. https://arxiv.org/pdf/1711.10678v2.pdf. [23]PUMAROLA A, AGUDO A, MARTINEZ A M, et al. GANimation: Anatomically-aware facial animation from a single image[C]// Proceedings of the 2018 European Conference on Computer Vision. 2018:835-851. [24]ZHOU Y Q, SHI B E. Photorealistic facial expression synthesis by the conditional difference adversarial autoencoder[C]// Proceedings of the 7th International Conference on Affective Computing and Intelligent Interaction (ACII). 2017:370-376. [25]AGARWAL S, MUKHERJEE D P. Synthesis of realistic facial expressions using expression map[J]. IEEE Transactions on Multimedia, 2019,21(4):902-914. [26]PIGHIN F, HECKER J, LISCHINSKI D, et al. Synthesizing realistic facial expressions from photographs[C]// Proceedings of the 25th Annual Conference on Computer Graphics and Interactive Techniques. 1998:75-84. [27]CAO C, HOU Q M, ZHOU K. Displaced dynamic expression regression for real-time facial tracking and animation[J]. ACM Transactions on Graphics, 2014,33(4):389-402. [28]CAO C, WENG Y L, LIN S, et al. 3D shape regression for real-time facial animation[J]. ACM Transactions on Graphics, 2013,32(4): Article No. 41, DOI: 10.1145/2461912.2462012. [29]KAHLER K, HABER J, YAMAUCHI H, et al. Head shop: Generating animated head models with anatomical structure[C]// Proceedings of the 2002 ACM SIGGRAPH/Eurographics Symposium on Computer Animation. 2002:55-63. [30]SERRA J, CETINASLAN O, RAVIKUMAR S, et al. Easy generation of facial animation using motion graphs[J]. Computer Graphics Forum, 2018,37(1):97-111. [31]THEOBALD B J, MATTHEWS I, MANGINI M, et al. Mapping and manipulating facial expression[J]. Language and Speech, 2009,52(2-3):369-386. [32]WEISE T, LI H, VAN GOOL L, et al. Face/Off: Live facial puppetry[C]// Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation. 2009:7-16. [33]ASTHANA A, KHWAJA A, GOECKE R. Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only[C]// Proceedings of the 16th IEEE International Conference on Image Processing. 2009:2445-2448. [34]HAN X G, GAO C, YU Y Z. DeepSketch2Face: A deep learning based sketching system for 3D face and caricature modeling[J]. ACM Transactions on Graphics, 2017,36(4): Article No. 126, DOI: 10.1145/3072959.3073629. [35]JACKSON A S, BULAT A, ARGYRIOU V, et al. Large pose 3D face reconstruction from a single image via direct volumetric CNN regression[C]// Proceedings of the 2017 IEEE International Conference on Computer Vision (ICCV). 2017:1031-1039. [36]FENG Y, WU F, SHAO X H, et al. Joint 3D face reconstruction and dense alignment with position map regression network[C]// Proceedings of the 2018 European Conference on Computer Vision. 2018:557-574. |
[1] | FU Hong-lin, ZHANG Tai-hong, YANG Ya-ting, Aizimaiti Aiwanier, MA Bo. Scenes Text Modification Network for Uyghur Based on Generative Adversarial Network [J]. Computer and Modernization, 2024, 0(01): 41-46. |
[2] | WANG Qiu-yi, ZHOU Hao, ZHENG Ting-ting. Improved RetinaNet Target Detection Method for Power Equipment [J]. Computer and Modernization, 2024, 0(01): 47-52. |
[3] | LIN Qi-zhao, PENG Zhi-ping, GUO Mian, CUI De-long. A Temperature Field Reconstruction Method of Furnace Tube Based on Bidirectional Multistep Prediction [J]. Computer and Modernization, 2024, 0(01): 53-58. |
[4] | ZHENG Li-rui, XIAO Xiao-xia, ZOU Bei-ji, LIU Bin, ZHOU Zhan. Named Entity Recognition in Electronic Medical Record Based on BERT [J]. Computer and Modernization, 2024, 0(01): 87-91. |
[5] | LI Ying-ying, HUANG Wen-pei. View Frustum Culling Algorithm for Scene Based on Optimized Octree [J]. Computer and Modernization, 2024, 0(01): 103-108. |
[6] | XIA Qian-han, HE Sheng-huang, WU Yuan-qing, ZHAO Le-le. Few-shot Object Detection via Learnable Memory Feature Pyramid Network [J]. Computer and Modernization, 2023, 0(12): 7-13. |
[7] | ZHOU Cheng-cheng, ZENG Qing-jun, YANG Kang, HU Jia-ming, HAN Chun-wei. EEG Recognition of Motor Imagination Based on Efficiency Channel Attention Module [J]. Computer and Modernization, 2023, 0(12): 19-23. |
[8] | ZENG Wei-ping, CHEN Jun-hong, Muhammad ASIM, LIU Wen-yin, YANG Zhen-guo. Point Cloud Completion Algorithm Based on Multi-stage Fractal Combination [J]. Computer and Modernization, 2023, 0(12): 24-29. |
[9] | BAI Xiao-bo, JIANG Meng-xi, WANG Tie-shan, SHAO Jing-feng, LI Bo, . Improved Harris Hawks Optimization Algorithm Based on Cluster Centroid and#br# Exponential Decline Method#br# [J]. Computer and Modernization, 2023, 0(12): 30-35. |
[10] | QIU Kai-xing, FENG Guang. A Multi-label Image Classification Model Based on Dual Feature Attention [J]. Computer and Modernization, 2023, 0(12): 41-47. |
[11] | DU Kang, GUO Lu-yu, XU Qi-lei, SHAN Bao-ming, ZHANG Fang-kun. Infrared Spectrum Modeling Method Based on Variable Selection of Model#br# Population Analysis#br# [J]. Computer and Modernization, 2023, 0(12): 48-52. |
[12] | LIU Yu-cheng, HE Qi, DONG Yan-hua, WANG Xiao-yu. Course Recommendation Method Combining Time Correlation Degree and Course#br# Collocation Degree [J]. Computer and Modernization, 2023, 0(12): 53-58. |
[13] | ZHANG Hao-yang, YIN Zi-ming, LE Jun-yi, SHEN Da-cong, SHU Yi-jun, YANG Zi-yi, . 3D-SPRNet: Segmentation Model of Gallbladder Cancer Based on Parallel Decoder and Double Attention Mechanism [J]. Computer and Modernization, 2023, 0(12): 59-66. |
[14] | ZHANG Bo-quan, MAI Hai-peng, CHEN Jia-min, Pang Jin-ju. White Matter Hyperintensities Segmentation Based on High Gray Value#br# Attention Mechanism [J]. Computer and Modernization, 2023, 0(12): 67-75. |
[15] | ZHANG Zai-cheng, LI Jian. Application of Neural Rendering Based Visual Synthesis in Construction Scene [J]. Computer and Modernization, 2023, 0(12): 76-81. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||