Facial expression sequence synthesis based on shape and texture fusion model

被引:0
|
作者
Xiong, Lei [1 ]
Zheng, Nanning [1 ]
You, Qubo [1 ]
Liu, Jianyi [1 ]
机构
[1] Xian Jiaotong Univ, Sch Elect & Informat Engn, Xian 710049, Peoples R China
关键词
machine vision; face representation; ASM; ERI; facial expression synthesis;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Shape and texture are two aspects in facial expression synthesis. For the requirements of synthesized shape and texture are different, it is unsuitable to use same method to synthesize shape and texture. In this paper, we propose a Statistical Shape and Radio Texture Fusion Model for facial expression sequence synthesis. In this framework, facial shape and texture had been processed separately, then they had been fused together to synthesize final result. The main contributes of this paper are: First propose statistical shape and radio texture fusion model, process shape and texture separately. Second introduce ASM model into facial shape synthesis, and construct expression model of ASM parameters. Third put forward a shape based sample select mechanism, fusion shape and texture process together. Experiment results demonstrate that the proposed model is more expressive and realistic than traditional methods, and can process batch input well.
引用
收藏
页码:2169 / 2172
页数:4
相关论文
共 50 条
  • [31] Facial expression analysis using active shape model
    Shbib, Reda
    Zhou, Shikun
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2015, 8 (01) : 9 - 22
  • [32] Facial Ethnicity Classification based on Boosted Local Texture and Shape Descriptions
    Ding, Huaxiong
    Huang, Di
    Wang, Yunhong
    Chen, Liming
    2013 10TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), 2013,
  • [33] Comprehending and transferring facial expressions based on statistical shape and texture models
    Xi, Pengcheng
    Lee, Won-Sook
    Frederico, Gustavo
    Joslin, Chris
    Zhou, Lihong
    ADVANCES IN COMPUTER GRAPHICS, PROCEEDINGS, 2006, 4035 : 265 - 276
  • [34] Feature fusion for human compound emotion recognition: a fusion of facial expression texture and action unit data
    Jiddah, Salman Mohammed
    Yurtkan, Kamil
    PATTERN ANALYSIS AND APPLICATIONS, 2024, 27 (04)
  • [35] A Shape-Aware Model for Discrete Texture Synthesis
    Landes, Pierre-Edouard
    Galerne, Bruno
    Hurtut, Thomas
    COMPUTER GRAPHICS FORUM, 2013, 32 (04) : 67 - 76
  • [36] A model of diatom shape and texture for analysis, synthesis and identification
    Hicks, Y. A.
    Marshall, D.
    Rosin, P. L.
    Martin, R. R.
    Mann, D. G.
    Droop, S. J. M.
    MACHINE VISION AND APPLICATIONS, 2006, 17 (05) : 297 - 307
  • [37] A model of diatom shape and texture for analysis, synthesis and identification
    Y. A. Hicks
    D. Marshall
    P. L. Rosin
    R. R. Martin
    D. G. Mann
    S. J. M. Droop
    Machine Vision and Applications, 2006, 17 : 297 - 307
  • [38] Cockpit Facial Expression Recognition Model Based on Attention Fusion and Feature Enhancement Network
    Luo, Yutao
    Guo, Fengrui
    Qiche Gongcheng/Automotive Engineering, 2024, 46 (09): : 1697 - 1706
  • [39] Facial expression analysis based on enhanced texture and topographical structure
    Yin, LJ
    Loi, J
    Xiong, W
    2004 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOLS 1-7, 2004, : 586 - 591
  • [40] Curvelet based CRLBP Texture Descriptor for Facial Expression Recognition
    Nagaraja, S.
    Prabhakar, C. J.
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT), 2015, : 669 - 674