人员

解为成

解为成

  • 助理教授
  • 计算机科学与技术系
  • 计算机视觉研究所
  • wcxie@szu.edu.cn
  • 南校区计算机楼A936

个人简介:

2013年于武汉大学数学与统计学院计算数学专业获得博士学位,在此期间参与了邹秀芬教授主持的重大研究计划《高性能科学计算的基础算法与可计算建模》等项目,2013-2014年任职于德邦物流公司并担任场地与线路规划高级专员,2015年4月至11月访问英国诺丁汉大学计算机学院,目前的研究方向是人脸表情生成、识别及动画,目前主持人脸表情相关的博士后基金、国家自然科学青年基金、广东省与深圳市基金多项。


教育经历:

2004.9-2008.7  华中师范大学    数学与统计学院  统计学专业学士
2008.9-2010.7  武汉大学           数学与统计学院  概率论与数理统计专业硕士
2010.9-2013.7  武汉大学           数学与统计学院  计算数学专业博士

2013.7-2014.6 上海德邦物流      高级场地与线路规划专员

2015.4-2015.11  英国诺丁汉大学     计算机学院  访问学者

2014.10 - 2017.4    深圳大学          计算机与软件学院   博士后

2017.6 - 至今    深圳大学          计算机与软件学院   助理教授


研究项目:

1人脸表情的多尺度特征提取、筛选与识别模式研究(61602315), 国家基金委, 负责人-解为成, 2017-2019 年
2基于多尺度几何与皱纹特征的人脸表情识别研究(2015M572363), 国家基金委, 负责人-解为成, 2015-2016 年

论文:

  1Zhiwei Ke#,Zhiwei Wen#, Weicheng Xie*,Yi Wang*, Linlin Shen, Group-Wise Dynamic Dropout Based on Latent Semantic Variation,AAAI 2020(研究生一作,CCF A类会议 ).
  2Weicheng Xie#,Linlin Shen*, Jinming Duan, Adaptive Weighting of Hand-crafted Feature Losses for Facial Expression Recognition,IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2019.2925095,2019. (SCI,CCF B,中科院一区)
3Weicheng Xie, Linlin Shen*, Jianmin Jiang. A Novel Transient Wrinkle Detection Algorithm and Its Application for Expression Synthesis. IEEE Transactions on Multimedia. 2017, 19(2), 279-292.(SCI,CCF B, 中科院一区).
  4Weicheng Xie#,Xi Jia, Linlin Shen*, Meng Yang, Sparse deep feature learning for facial expression recognition,Pattern Recognition, 96(12),2019, 106966. (SCI,CCF B,中科院二区)
5Wei-Cheng Xie, Xiu-Fen Zou*, Jian-Dong Yang, Jie-Bin Yang. Iteration and optimization scheme for the reconstruction of 3D surfaces based on non-uniform rational B-splines. Computer-Aided Design. 2012, 44, .(SCI,CCF B, 中科院二区).
6Weicheng Xie, Xiufen Zou*. A triangulation-based hole patching method using differential evolution. Computer-Aided Design. 2013, 45, .(SCI,CCF B, 中科院二区).
7
Weicheng Xie, Linlin Shen*, Meng Yang, Jianming Jiang. Facial expression synthesis with direction field preservation based mesh deformation and lighting fitting based wrinkle mapping. Multimedia Tools and Applications. 2018, 77(6), 7565-7593.(SCI,CCF C, 中科院三区).
8Weicheng Xie, Wei Yu, Xiufen Zou*. Diversity-maintained differential evolution embedded with gradient-based local search. Soft Computing. 2012, 0, .(SCI,CCF C, 中科院三区).
9Weicheng Xie, Jinming Duan, Linlin Shen*, Yuexiang Li, Meng Yang, Guojun Lin. Open snake model based on global guidance field for embryo vessel location. IET Computer Vision. 2018, 12(2), 129-137.(SCI,CCF C, 中科院四区).
10Weicheng Xie, Linlin Shen*, Meng Yang, Zhihui Lai. Active AU Based Patch Weighting for Facial Expression Recognition. Sensors. 2017, 17(2), 275.(SCI,中科院三区).
  11Yi Tian#,Zhiwei Wen,Weicheng Xie*,Xi Zhang, Linlin Shen, Jinming Duan, Outlier-suppressed triplet loss with adaptive class-aware margins for facial expression recognition,IEEE International Conference on Image Processing,2019. (EI,CCF C,Oral)
  12Guohang Zeng#,Jiancan Zhou, Xi Jia, Weicheng Xie*, Linlin Shen, Hand-crafted Feature Guided Deep Learning for Facial Expression Recognition,IEEE Conference on Automatic Face and Gesture Recognition,2018. (EI,CCF C)
  13Zhiwwei Wen#,Zhiwei Ke,Weicheng Xie*,Linlin Shen, Clustering-based Adaptive Dropout for CNN-based Classification,ACPR,2019. (EI,CCF C,Oral)
 14Guojun Lin#, Meng Yang*, Jian Yang, Linlin Shen, Weicheng Xie. Robust, Discriminative and Comprehensive Dictionary Learning for Face Recognition. Pattern Recognition, 2018, 341-356. (SCI,CCF B,中科院二区)
15Yu Chen, Xiufen Zou*, Weicheng Xie. Convergence of multi-objective evolutionary algorithms to a uniformly distributed representation of the Pareto front. Information Sciences. 2011, 181, .(SCI,CCF B, 中科院一区).
16Yu Chen*, Weicheng Xie, Xiufen Zou. How can surrogates influence the convergence of evolutionary algorithms?. Swarm and Evolutionary Computation. 2013, 12, .(SCI,中科院一区).
17Yu Chen*, Weicheng Xie, Xiufen Zou. A binary differential evolution algorithm learning from explored solutions. Neurocomputing. 2015, 149, .(SCI,CCF C, 中科院二区).
18Guojun Lin, Meng Yang*, Linlin Shen, Weicheng Xie, Zhonglong Zheng. Sample Diversity, Discriminative and Comprehensive Dictionary Learning for Face Recognition. CCBR. 2016. Sichuan, China, .(EI).
19Weicheng Xie, Linlin Shen*, Meng Yang, Qibin Hou. Lighting Difference based Wrinkle Mapping for Expression Synthesis. International Congress on Image and Signal Processing. 2015. Shenyang, China, .(EI).


last updated:2020/02/27

深圳大学计算机与软件学院 2009-2016